CINXE.COM
<!doctype html><html lang="en"><head><title data-rh="true">The most insightful stories about AI - Medium</title><meta data-rh="true" charset="utf-8"/><meta data-rh="true" name="viewport" content="width=device-width,minimum-scale=1,initial-scale=1,maximum-scale=1"/><meta data-rh="true" name="theme-color" content="#000000"/><meta data-rh="true" name="twitter:app:name:iphone" content="Medium"/><meta data-rh="true" name="twitter:app:id:iphone" content="828256236"/><meta data-rh="true" property="al:ios:app_name" content="Medium"/><meta data-rh="true" property="al:ios:app_store_id" content="828256236"/><meta data-rh="true" property="al:android:package" content="com.medium.reader"/><meta data-rh="true" property="al:android:app_name" content="Medium"/><meta data-rh="true" property="fb:app_id" content="542599432471018"/><meta data-rh="true" property="og:site_name" content="Medium"/><meta data-rh="true" name="title" content="The most insightful stories about AI - Medium"/><meta data-rh="true" name="description" content="Read stories about AI on Medium. Discover smart, unique perspectives on AI and the topics that matter most to you like Artificial Intelligence, Technology, Machine Learning, ChatGPT, Data Science, OpenAI, Tech, Blockchain, and Business."/><meta data-rh="true" name="robots" content="index,follow"/><meta data-rh="true" name="twitter:card" content="summary_large_image"/><meta data-rh="true" name="twitter:site" content="@Medium"/><meta data-rh="true" name="twitter:description" content="Read stories about AI on Medium. Discover smart, unique perspectives on AI and the topics that matter most to you like Artificial Intelligence, Technology, Machine Learning, ChatGPT, Data Science, OpenAI, Tech, Blockchain, and Business."/><meta data-rh="true" name="twitter:image:src" content="https://miro.medium.com/v2/1*0L5w2b6T1yEVI3_ZYUWONw.png"/><meta data-rh="true" property="og:title" content="The most insightful stories about AI - Medium"/><meta data-rh="true" property="og:type" content="website"/><meta data-rh="true" property="og:description" content="Read stories about AI on Medium. Discover smart, unique perspectives on AI and the topics that matter most to you like Artificial Intelligence, Technology, Machine Learning, ChatGPT, Data Science, OpenAI, Tech, Blockchain, and Business."/><meta data-rh="true" property="og:image" content="https://miro.medium.com/v2/1*0L5w2b6T1yEVI3_ZYUWONw.png"/><link data-rh="true" rel="icon" href="https://miro.medium.com/v2/5d8de952517e8160e40ef9841c781cdc14a5db313057fa3c3de41c6f5b494b19"/><link data-rh="true" rel="search" type="application/opensearchdescription+xml" title="Medium" href="/osd.xml"/><link data-rh="true" rel="apple-touch-icon" sizes="152x152" href="https://miro.medium.com/v2/resize:fill:304:304/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="120x120" href="https://miro.medium.com/v2/resize:fill:240:240/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="76x76" href="https://miro.medium.com/v2/resize:fill:152:152/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="60x60" href="https://miro.medium.com/v2/resize:fill:120:120/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="mask-icon" href="https://miro.medium.com/v2/resize:fill:1000:1000/7*GAOKVe--MXbEJmV9230oOQ.png" color="#171717"/><link data-rh="true" rel="preconnect" href="https://glyph.medium.com" crossOrigin=""/><link data-rh="true" id="glyph_preload_link" rel="preload" as="style" type="text/css" href="https://glyph.medium.com/css/unbound.css"/><link data-rh="true" id="glyph_link" rel="stylesheet" type="text/css" href="https://glyph.medium.com/css/unbound.css"/><link data-rh="true" rel="canonical" href="https://medium.com/tag/ai"/><style type="text/css" data-fela-rehydration="516" data-fela-type="STATIC">html{box-sizing:border-box;-webkit-text-size-adjust:100%}*, *:before, *:after{box-sizing:inherit}body{margin:0;padding:0;text-rendering:optimizeLegibility;-webkit-font-smoothing:antialiased;color:rgba(0,0,0,0.8);position:relative;min-height:100vh}h1, h2, h3, h4, h5, h6, dl, dd, ol, ul, menu, figure, blockquote, p, pre, form{margin:0}menu, ol, ul{padding:0;list-style:none;list-style-image:none}main{display:block}a{color:inherit;text-decoration:none}a, button, input{-webkit-tap-highlight-color:transparent}img, svg{vertical-align:middle}button{background:transparent;overflow:visible}button, input, optgroup, select, textarea{margin:0}:root{--reach-tabs:1;--reach-menu-button:1}#speechify-root{font-family:Sohne, sans-serif}div[data-popper-reference-hidden="true"]{visibility:hidden;pointer-events:none}.grecaptcha-badge{visibility:hidden} /*XCode style (c) Angel Garcia <angelgarcia.mail@gmail.com>*/.hljs {background: #fff;color: black; }/* Gray DOCTYPE selectors like WebKit */ .xml .hljs-meta {color: #c0c0c0; }.hljs-comment, .hljs-quote {color: #007400; }.hljs-tag, .hljs-attribute, .hljs-keyword, .hljs-selector-tag, .hljs-literal, .hljs-name {color: #aa0d91; }.hljs-variable, .hljs-template-variable {color: #3F6E74; }.hljs-code, .hljs-string, .hljs-meta .hljs-string {color: #c41a16; }.hljs-regexp, .hljs-link {color: #0E0EFF; }.hljs-title, .hljs-symbol, .hljs-bullet, .hljs-number {color: #1c00cf; }.hljs-section, .hljs-meta {color: #643820; }.hljs-title.class_, .hljs-class .hljs-title, .hljs-type, .hljs-built_in, .hljs-params {color: #5c2699; }.hljs-attr {color: #836C28; }.hljs-subst {color: #000; }.hljs-formula {background-color: #eee;font-style: italic; }.hljs-addition {background-color: #baeeba; }.hljs-deletion {background-color: #ffc8bd; }.hljs-selector-id, .hljs-selector-class {color: #9b703f; }.hljs-doctag, .hljs-strong {font-weight: bold; }.hljs-emphasis {font-style: italic; } </style><style type="text/css" data-fela-rehydration="516" data-fela-type="KEYFRAME">@-webkit-keyframes k1{0%{opacity:0.8}50%{opacity:0.5}100%{opacity:0.8}}@-moz-keyframes k1{0%{opacity:0.8}50%{opacity:0.5}100%{opacity:0.8}}@keyframes k1{0%{opacity:0.8}50%{opacity:0.5}100%{opacity:0.8}}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE">.a{font-family:medium-content-sans-serif-font, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Open Sans", "Helvetica Neue", sans-serif}.b{font-weight:400}.c{background-color:rgba(255, 255, 255, 1)}.l{display:block}.m{position:sticky}.n{top:0}.o{z-index:500}.p{padding:0 24px}.q{align-items:center}.r{border-bottom:solid 1px #F2F2F2}.y{height:41px}.z{line-height:20px}.ab{display:flex}.ac{height:57px}.ae{flex:1 0 auto}.af{color:inherit}.ag{fill:inherit}.ah{font-size:inherit}.ai{border:inherit}.aj{font-family:inherit}.ak{letter-spacing:inherit}.al{font-weight:inherit}.am{padding:0}.an{margin:0}.ao{cursor:pointer}.ap:disabled{cursor:not-allowed}.aq:disabled{color:#6B6B6B}.ar:disabled{fill:#6B6B6B}.au{width:auto}.av path{fill:#242424}.aw{height:25px}.ax{margin-left:16px}.ay{border:none}.az{border-radius:20px}.ba{width:240px}.bb{background:#F9F9F9}.bc path{fill:#6B6B6B}.be{outline:none}.bf{font-family:sohne, "Helvetica Neue", Helvetica, Arial, sans-serif}.bg{font-size:14px}.bh{width:100%}.bi{padding:10px 20px 10px 0}.bj{background-color:transparent}.bk{color:#242424}.bl::placeholder{color:#6B6B6B}.bm{display:inline-block}.bn{margin-left:12px}.bo{margin-right:12px}.bp{border-radius:4px}.bq{margin-left:24px}.br{height:24px}.bx{background-color:#F9F9F9}.by{border-radius:50%}.bz{height:32px}.ca{width:32px}.cb{animation:k1 1.2s ease-in-out infinite}.cc{justify-content:center}.ci{max-width:1192px}.cj{min-width:0}.ck{margin-bottom:48px}.cl{margin-top:24px}.cm{overflow:hidden}.cq{border-radius:100px}.cr{margin-right:8px}.cs{height:38px}.ct{width:120px}.cu{flex:0 0 auto}.cv{background-color:#F2F2F2}.db{flex-direction:column}.dc{margin-bottom:16px}.dn{margin-bottom:24px}.do{height:16px}.du{width:80px}.eb{height:1px}.ec{align-items:stretch}.ed{flex-direction:row}.ee{flex-wrap:wrap}.fp{flex-grow:0}.fq{margin-bottom:32px}.fr{height:200px}.fs{width:158px}.ft{margin-bottom:8px}.fu{width:288px}.fv{width:296px}.fw{margin-bottom:56px}.fx{width:224px}.fy{margin-left:8px}.fz{color:#6B6B6B}.ga{font-size:13px}.gb{height:100%}.gt{color:#FFFFFF}.gu{fill:#FFFFFF}.gv{background:#1A8917}.gw{border-color:#1A8917}.ha:disabled{cursor:inherit !important}.hb:disabled{opacity:0.3}.hc:disabled:hover{background:#1A8917}.hd:disabled:hover{border-color:#1A8917}.he{border-radius:99em}.hf{border-width:1px}.hg{border-style:solid}.hh{box-sizing:border-box}.hi{text-decoration:none}.hj{text-align:center}.hm{margin-right:32px}.hn{position:relative}.ho{fill:#6B6B6B}.hr{background:transparent}.hs svg{margin-left:4px}.ht svg{fill:#6B6B6B}.hv{box-shadow:inset 0 0 0 1px rgba(0, 0, 0, 0.05)}.hw{position:absolute}.ig{margin-top:22px}.ih{overflow-x:scroll}.ii{overflow-y:hidden}.ij::-webkit-scrollbar{height:0}.ik::-webkit-scrollbar{width:0}.il::-webkit-scrollbar{background:transparent}.im{scrollbar-width:none}.in{-ms-overflow-style:none}.io::-webkit-scrollbar:horizontal{height:0}.ip{width:24px}.iq{border:1px solid #F2F2F2}.ir{padding:6px}.iz{white-space:nowrap}.ja{transition:background 300ms ease}.jc{padding:8px 16px}.jd{border:1px solid #242424}.je{right:0}.jf{bottom:12px}.jg{padding-left:42px}.jh{pointer-events:none}.ji{opacity:0}.jj{background:linear-gradient(90deg, rgba(255, 255, 255, 0) 0%, rgba(255, 255, 255, 0.75) 25%, rgba(255, 255, 255, 0.9) 50%, rgba(255, 255, 255, 1) 75%)}.jk{height:42px}.jl{margin:2px}.jm svg path{fill:#6B6B6B}.jo{left:0}.jp{padding-right:42px}.jq{background:linear-gradient(270deg, rgba(255, 255, 255, 0) 0%, rgba(255, 255, 255, 0.75) 25%, rgba(255, 255, 255, 0.9) 50%, rgba(255, 255, 255, 1) 75%)}.kj{font-weight:500}.kz{margin:0 8px}.la{color:rgba(255, 255, 255, 1)}.lb{fill:rgba(255, 255, 255, 1)}.lc{background:rgba(25, 25, 25, 1)}.ld{border-color:rgba(25, 25, 25, 1)}.lg:disabled{opacity:0.1}.lh:disabled:hover{background:rgba(25, 25, 25, 1)}.li:disabled:hover{border-color:rgba(25, 25, 25, 1)}.lj{height:0px}.lo{margin:40px 0}.me{margin-top:0px}.mf{box-sizing:content-box}.mg{display:grid}.mh{grid-template-columns:repeat(12, 1fr)}.mi{grid-template-rows:auto 1fr}.mt{grid-area:image}.mu{grid-area:content}.na{border-radius:2px}.nb{aspect-ratio:2}.nc{object-fit:cover}.nd{object-position:50% 50%}.ne{flex-grow:1}.nf a{position:relative}.ng a{z-index:2}.nh button{position:relative}.ni button{z-index:2}.no{height:20px}.np{width:20px}.nq{padding-right:4px}.ns{max-height:20px}.nt{text-overflow:ellipsis}.nu{display:-webkit-box}.nv{-webkit-line-clamp:1}.nw{-webkit-box-orient:vertical}.nx{word-break:break-all}.nz{padding:0 4px}.oa{padding-bottom:12px}.og{word-break:break-word}.oh a{position:static}.oi a::before{content:""}.oj a::before{position:absolute}.ok a::before{z-index:1}.ol a::before{top:0}.om a::before{left:0}.on a::before{bottom:0}.oo a::before{right:0}.op{font-weight:700}.pg{padding-top:8px}.ph{font-size:16px}.pi{max-height:40px}.pj{-webkit-line-clamp:2}.pk{height:48px}.pl{justify-content:space-between}.pm{max-width:200px}.pn{opacity:1}.po{transition:opacity 300ms ease-out}.pp{gap:16px}.pq{justify-content:flex-end}.pr{flex:0 0 0}.pt{padding:12px}.pu{margin-top:32px}.pv{margin-left:2px}.pw{margin-top:2px}.px{cursor:initial}.py{flex:1 1 auto}.pz a{display:flex}.qa a{flex-direction:column}.qv{gap:4px}.rb{padding-top:12px}.rn{gap:80px 48px}.ro{grid-area:post0}.rp{grid-area:post1}.rq{grid-area:post2}.rr{grid-area:post3}.rs{grid-area:post4}.rt{grid-area:post5}.ru{grid-area:post6}.rv{grid-area:post7}.sm{fill:#242424}.sn{background:0}.so{border-color:#242424}.sq:disabled:hover{color:#242424}.sr:disabled:hover{fill:#242424}.ss:disabled:hover{border-color:#242424}.st{width:min-width}.su{bottom:0}.sv{z-index:800}.sw{background:rgba(255,255,255,0.7)}.as:hover:not(:disabled){color:rgba(25, 25, 25, 1)}.at:hover:not(:disabled){fill:rgba(25, 25, 25, 1)}.gx:hover{background:#156D12}.gy:hover{border-color:#156D12}.gz:hover{cursor:pointer}.hp:hover{color:#242424}.hq:hover{fill:#242424}.hu:hover svg{fill:#242424}.hx:hover{background-color:rgba(0, 0, 0, 0.1)}.jb:hover{background-color:#F2F2F2}.jn:hover svg path{fill:#000000}.le:hover{background:#000000}.lf:hover{border-color:#242424}.nr:hover{text-decoration:underline}.ps:hover{color:#000000}.sp:hover{fill:#000000}.bd:focus-within path{fill:#242424}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (min-width: 1080px)">.d{display:none}.bw{width:64px}.ch{margin:0 24px}.cp{justify-content:center}.da{margin:0 64px}.dl{height:48px}.dm{width:280px}.dt{margin-bottom:76px}.ea{margin-bottom:40px}.es{width:calc(100% + 48px)}.et{margin-left:-24px}.eu{margin-right:-24px}.fl{padding-left:24px}.fm{padding-right:24px}.fn{flex-basis:50%}.fo{max-width:50%}.gk{font-size:14px}.gl{line-height:20px}.gr{font-size:13px}.gs{padding:5px 12px}.hl{display:flex}.if{margin-bottom:46px}.ix{padding-right:16px}.iy{margin-right:24px}.kb{margin-top:16px}.kc{font-size:16px}.kd{line-height:24px}.ki{margin:0 24px 56px}.kw{font-size:42px}.kx{line-height:52px}.ky{letter-spacing:-0.011em}.ln{margin:0 24px 80px}.mb{font-size:24px}.mc{line-height:30px}.md{letter-spacing:-0.016em}.mr{gap:24px 0}.ms{grid-template-areas:"image image image image image image image image image image image image" "content content content content content content content content content content content content"}.mz{display:block}.nn{margin-bottom:16px}.of{flex:1 0 auto}.pc{font-size:20px}.pd{max-height:48px}.pe{-webkit-line-clamp:2}.pf{letter-spacing:0}.qj{max-height:96px}.qk{-webkit-line-clamp:4}.qt{padding-top:2px}.qu{width:100%}.ra{margin-left:24px}.rg{margin-top:20px}.rl{grid-template-columns:repeat(6, 1fr)}.rm{grid-template-areas: "post0 post0 post0 post1 post1 post1" "post2 post2 post3 post3 post4 post4" "post5 post5 post6 post6 post7 post7" }.rx{gap:32px 0}.sc{aspect-ratio:1.5}.se{max-height:60px}.sg{aspect-ratio:2}.sl{margin-top:80px}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (max-width: 1079.98px)">.e{display:none}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (max-width: 903.98px)">.f{display:none}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (max-width: 727.98px)">.g{display:none}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (max-width: 551.98px)">.h{display:none}.s{display:flex}.t{justify-content:space-between}.bs{width:24px}.cd{margin:0 0 0 24px}.cw{margin:0 24px}.dd{height:32px}.de{width:200px}.dp{margin-bottom:48px}.dv{margin:0}.ef{width:calc(100% + 24px)}.eg{margin-left:-12px}.eh{margin-right:-12px}.ev{padding-left:12px}.ew{padding-right:12px}.ex{flex-basis:100%}.ey{max-width:100%}.gc{font-size:13px}.gd{line-height:20px}.gm{padding:0px 8px 1px}.hy{margin:0px}.ib{margin-bottom:38px}.is{margin-right:16px}.jr{margin-top:12px}.js{font-size:14px}.ke{margin:0 24px 48px}.kk{font-size:24px}.kl{line-height:30px}.km{letter-spacing:-0.016em}.lk{margin:0 24px 56px}.lp{font-size:20px}.lq{line-height:24px}.lr{letter-spacing:0}.mj{gap:24px 0}.mk{grid-template-areas:"image image image image image image image image image image image image" "content content content content content content content content content content content content"}.mv{display:block}.nj{margin-bottom:16px}.ob{flex:1 0 auto}.oq{max-height:48px}.or{-webkit-line-clamp:2}.qb{max-height:96px}.qc{-webkit-line-clamp:4}.ql{padding-top:2px}.qm{width:100%}.qw{margin-left:24px}.rc{margin-top:20px}.ry{aspect-ratio:2}.sh{margin-top:32px}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (min-width: 904px) and (max-width: 1079.98px)">.i{display:none}.bv{width:64px}.cg{margin:0 24px}.co{justify-content:center}.cz{margin:0 64px}.dj{height:48px}.dk{width:280px}.ds{margin-bottom:76px}.dz{margin-bottom:40px}.ep{width:calc(100% + 32px)}.eq{margin-left:-16px}.er{margin-right:-16px}.fh{padding-left:16px}.fi{padding-right:16px}.fj{flex-basis:50%}.fk{max-width:50%}.gi{font-size:14px}.gj{line-height:20px}.gp{font-size:13px}.gq{padding:5px 12px}.hk{display:flex}.ie{margin-bottom:46px}.iw{margin-right:24px}.jy{margin-top:16px}.jz{font-size:16px}.ka{line-height:24px}.kh{margin:0 24px 56px}.kt{font-size:42px}.ku{line-height:52px}.kv{letter-spacing:-0.011em}.lm{margin:0 24px 80px}.ly{font-size:24px}.lz{line-height:30px}.ma{letter-spacing:-0.016em}.mp{gap:24px 0}.mq{grid-template-areas:"image image image image image image image image image image image image" "content content content content content content content content content content content content"}.my{display:block}.nm{margin-bottom:16px}.oe{flex:1 0 auto}.oy{font-size:20px}.oz{max-height:48px}.pa{-webkit-line-clamp:2}.pb{letter-spacing:0}.qh{max-height:96px}.qi{-webkit-line-clamp:4}.qr{padding-top:2px}.qs{width:100%}.qz{margin-left:24px}.rf{margin-top:20px}.rj{grid-template-columns:repeat(6, 1fr)}.rk{grid-template-areas: "post0 post0 post0 post1 post1 post1" "post2 post2 post3 post3 post4 post4" "post5 post5 post6 post6 post7 post7" }.rw{gap:32px 0}.sb{aspect-ratio:1.5}.sd{max-height:60px}.sf{aspect-ratio:2}.sk{margin-top:80px}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (min-width: 728px) and (max-width: 903.98px)">.j{display:none}.w{display:flex}.x{justify-content:space-between}.bu{width:64px}.cf{margin:0 24px}.cn{justify-content:center}.cy{margin:0 48px}.dh{height:48px}.di{width:280px}.dr{margin-bottom:76px}.dx{margin:0}.dy{margin-bottom:40px}.el{width:calc(100% + 28px)}.em{margin-left:-14px}.eo{margin-right:-14px}.fd{padding-left:14px}.fe{padding-right:14px}.ff{flex-basis:50%}.fg{max-width:50%}.gg{font-size:13px}.gh{line-height:20px}.go{padding:0px 8px 1px}.ia{margin:0px}.id{margin-bottom:46px}.iu{padding-right:16px}.iv{margin-right:24px}.jv{margin-top:16px}.jw{font-size:16px}.jx{line-height:24px}.kg{margin:0 24px 56px}.kq{font-size:42px}.kr{line-height:52px}.ks{letter-spacing:-0.011em}.lv{font-size:24px}.lw{line-height:30px}.lx{letter-spacing:-0.016em}.mn{gap:24px 0}.mo{grid-template-areas:"image image image image image image image image image image image image" "content content content content content content content content content content content content"}.mx{display:block}.nl{margin-bottom:16px}.od{flex:1 0 auto}.ou{font-size:20px}.ov{max-height:48px}.ow{-webkit-line-clamp:2}.ox{letter-spacing:0}.qf{max-height:96px}.qg{-webkit-line-clamp:4}.qp{padding-top:2px}.qq{width:100%}.qy{margin-left:24px}.re{margin-top:20px}.rh{grid-template-columns:repeat(2, 1fr)}.ri{grid-template-areas: "post0 post1" "post2 post3" "post4 post5" "post6 post7" }.sa{aspect-ratio:2}.sj{margin-top:80px}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="all and (min-width: 552px) and (max-width: 727.98px)">.k{display:none}.u{display:flex}.v{justify-content:space-between}.bt{width:24px}.ce{margin:0 0 0 24px}.cx{margin:0 24px}.df{height:32px}.dg{width:200px}.dq{margin-bottom:48px}.dw{margin:0}.ei{width:calc(100% + 24px)}.ej{margin-left:-12px}.ek{margin-right:-12px}.ez{padding-left:12px}.fa{padding-right:12px}.fb{flex-basis:100%}.fc{max-width:100%}.ge{font-size:13px}.gf{line-height:20px}.gn{padding:0px 8px 1px}.hz{margin:0px}.ic{margin-bottom:38px}.it{margin-right:16px}.jt{margin-top:12px}.ju{font-size:14px}.kf{margin:0 24px 48px}.kn{font-size:24px}.ko{line-height:30px}.kp{letter-spacing:-0.016em}.ll{margin:0 24px 56px}.ls{font-size:20px}.lt{line-height:24px}.lu{letter-spacing:0}.ml{gap:24px 0}.mm{grid-template-areas:"image image image image image image image image image image image image" "content content content content content content content content content content content content"}.mw{display:block}.nk{margin-bottom:16px}.oc{flex:1 0 auto}.os{max-height:48px}.ot{-webkit-line-clamp:2}.qd{max-height:96px}.qe{-webkit-line-clamp:4}.qn{padding-top:2px}.qo{width:100%}.qx{margin-left:24px}.rd{margin-top:20px}.rz{aspect-ratio:2}.si{margin-top:32px}</style><style type="text/css" data-fela-rehydration="516" data-fela-type="RULE" media="(orientation: landscape) and (max-width: 903.98px)">.ny{max-height:none}</style></head><body><div id="root"><div class="a b c"><div class="d e f g h i j k"></div><script>document.domain = document.domain;</script><div class="l c"><div class="l m n o c"><div class="p q r s t u v w x i d y z"><a class="fz ag ga bf ak b am an ao ap aq ar as at s u w i d q gb z" href="https://rsci.app.link/?%24canonical_url=https%3A%2F%2Fmedium.com%2Ftag%2Fai&%7Efeature=LoOpenInAppButton&%7Echannel=ShowTagPosts&source=---top_nav_layout_nav----------------------------------" rel="noopener follow">Open in app<svg xmlns="http://www.w3.org/2000/svg" width="10" height="10" fill="none" viewBox="0 0 10 10" class="fy"><path fill="currentColor" d="M.985 8.485a.375.375 0 1 0 .53.53zM8.75 1.25h.375A.375.375 0 0 0 8.75.875zM8.375 6.5a.375.375 0 1 0 .75 0zM3.5.875a.375.375 0 1 0 0 .75zm-1.985 8.14 7.5-7.5-.53-.53-7.5 7.5zm6.86-7.765V6.5h.75V1.25zM3.5 1.625h5.25v-.75H3.5z"></path></svg></a><div class="ab q"><p class="bf b gc gd ge gf gg gh gi gj gk gl fz"><span><button class="bf b gc gd gm ge gf gn gg gh go gp gj gq gr gl gs gt gu gv gw gx gy gz ha hb hc hd he hf hg hh bm hi hj" data-testid="headerSignUpButton">Sign up</button></span></p><div class="ax l"><p class="bf b gc gd ge gf gg gh gi gj gk gl fz"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSignInButton" rel="noopener follow" href="/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2Ftag%2Fai&source=login---top_nav_layout_nav-----------------------global_nav-----------">Sign in</a></span></p></div></div></div><div class="p q r ab ac"><div class="ab q ae"><a class="af ag ah ai aj ak al am an ao ap aq ar as at ab" aria-label="Homepage" data-testid="headerMediumLogo" rel="noopener follow" href="/?source=---top_nav_layout_nav----------------------------------"><svg xmlns="http://www.w3.org/2000/svg" width="719" height="160" fill="none" viewBox="0 0 719 160" class="au av aw"><path fill="#242424" d="m174.104 9.734.215-.047V8.02H130.39L89.6 103.89 48.81 8.021H1.472v1.666l.212.047c8.018 1.81 12.09 4.509 12.09 14.242V137.93c0 9.734-4.087 12.433-12.106 14.243l-.212.047v1.671h32.118v-1.665l-.213-.048c-8.018-1.809-12.089-4.509-12.089-14.242V30.586l52.399 123.305h2.972l53.925-126.743V140.75c-.687 7.688-4.721 10.062-11.982 11.701l-.215.05v1.652h55.948v-1.652l-.215-.05c-7.269-1.639-11.4-4.013-12.087-11.701l-.037-116.774h.037c0-9.733 4.071-12.432 12.087-14.242m25.555 75.488c.915-20.474 8.268-35.252 20.606-35.507 3.806.063 6.998 1.312 9.479 3.714 5.272 5.118 7.751 15.812 7.368 31.793zm-.553 5.77h65.573v-.275c-.186-15.656-4.721-27.834-13.466-36.196-7.559-7.227-18.751-11.203-30.507-11.203h-.263c-6.101 0-13.584 1.48-18.909 4.16-6.061 2.807-11.407 7.003-15.855 12.511-7.161 8.874-11.499 20.866-12.554 34.343q-.05.606-.092 1.212a50 50 0 0 0-.065 1.151 85.807 85.807 0 0 0-.094 5.689c.71 30.524 17.198 54.917 46.483 54.917 25.705 0 40.675-18.791 44.407-44.013l-1.886-.664c-6.557 13.556-18.334 21.771-31.738 20.769-18.297-1.369-32.314-19.922-31.042-42.395m139.722 41.359c-2.151 5.101-6.639 7.908-12.653 7.908s-11.513-4.129-15.418-11.63c-4.197-8.053-6.405-19.436-6.405-32.92 0-28.067 8.729-46.22 22.24-46.22 5.657 0 10.111 2.807 12.236 7.704zm43.499 20.008c-8.019-1.897-12.089-4.722-12.089-14.951V1.309l-48.716 14.353v1.757l.299-.024c6.72-.543 11.278.386 13.925 2.83 2.072 1.915 3.082 4.853 3.082 8.987v18.66c-4.803-3.067-10.516-4.56-17.448-4.56-14.059 0-26.909 5.92-36.176 16.672-9.66 11.205-14.767 26.518-14.767 44.278-.003 31.72 15.612 53.039 38.851 53.039 13.595 0 24.533-7.449 29.54-20.013v16.865h43.711v-1.746zM424.1 19.819c0-9.904-7.468-17.374-17.375-17.374-9.859 0-17.573 7.632-17.573 17.374s7.721 17.374 17.573 17.374c9.907 0 17.375-7.47 17.375-17.374m11.499 132.546c-8.019-1.897-12.089-4.722-12.089-14.951h-.035V43.635l-43.714 12.551v1.705l.263.024c9.458.842 12.047 4.1 12.047 15.152v81.086h43.751v-1.746zm112.013 0c-8.018-1.897-12.089-4.722-12.089-14.951V43.635l-41.621 12.137v1.71l.246.026c7.733.813 9.967 4.257 9.967 15.36v59.279c-2.578 5.102-7.415 8.131-13.274 8.336-9.503 0-14.736-6.419-14.736-18.073V43.638l-43.714 12.55v1.703l.262.024c9.459.84 12.05 4.097 12.05 15.152v50.17a56.3 56.3 0 0 0 .91 10.444l.787 3.423c3.701 13.262 13.398 20.197 28.59 20.197 12.868 0 24.147-7.966 29.115-20.43v17.311h43.714v-1.747zm169.818 1.788v-1.749l-.213-.05c-8.7-2.006-12.089-5.789-12.089-13.49v-63.79c0-19.89-11.171-31.761-29.883-31.761-13.64 0-25.141 7.882-29.569 20.16-3.517-13.01-13.639-20.16-28.606-20.16-13.146 0-23.449 6.938-27.869 18.657V43.643L545.487 55.68v1.715l.263.024c9.345.829 12.047 4.181 12.047 14.95v81.784h40.787v-1.746l-.215-.053c-6.941-1.631-9.181-4.606-9.181-12.239V66.998c1.836-4.289 5.537-9.37 12.853-9.37 9.086 0 13.692 6.296 13.692 18.697v77.828h40.797v-1.746l-.215-.053c-6.94-1.631-9.18-4.606-9.18-12.239V75.066a42 42 0 0 0-.578-7.26c1.947-4.661 5.86-10.177 13.475-10.177 9.214 0 13.691 6.114 13.691 18.696v77.828z"></path></svg></a><div class="ax h"><div class="ab ay az ba bb q bc bd"><div class="bm" aria-hidden="false" aria-describedby="searchResults" aria-labelledby="searchResults"></div><div class="bn bo ab"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24"><path fill="currentColor" fill-rule="evenodd" d="M4.092 11.06a6.95 6.95 0 1 1 13.9 0 6.95 6.95 0 0 1-13.9 0m6.95-8.05a8.05 8.05 0 1 0 5.13 14.26l3.75 3.75a.56.56 0 1 0 .79-.79l-3.73-3.73A8.05 8.05 0 0 0 11.042 3z" clip-rule="evenodd"></path></svg></div><input role="combobox" aria-controls="searchResults" aria-expanded="false" aria-label="search" data-testid="headerSearchInput" tabindex="0" class="ay be bf bg z bh bi bj bk bl" placeholder="Search" value=""/></div></div></div><div class="h k w hk hl"><div class="hm ab"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerWriteButton" rel="noopener follow" href="/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---top_nav_layout_nav-----------------------new_post_topnav-----------"><div class="bf b bg z fz hn ho ab q hp hq"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24" aria-label="Write"><path fill="currentColor" d="M14 4a.5.5 0 0 0 0-1zm7 6a.5.5 0 0 0-1 0zm-7-7H4v1h10zM3 4v16h1V4zm1 17h16v-1H4zm17-1V10h-1v10zm-1 1a1 1 0 0 0 1-1h-1zM3 20a1 1 0 0 0 1 1v-1zM4 3a1 1 0 0 0-1 1h1z"></path><path stroke="currentColor" d="m17.5 4.5-8.458 8.458a.25.25 0 0 0-.06.098l-.824 2.47a.25.25 0 0 0 .316.316l2.47-.823a.25.25 0 0 0 .098-.06L19.5 6.5m-2-2 2.323-2.323a.25.25 0 0 1 .354 0l1.646 1.646a.25.25 0 0 1 0 .354L19.5 6.5m-2-2 2 2"></path></svg><div class="fy l">Write</div></div></a></span></div></div><div class="k j i d"><div class="hm ab"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSearchButton" rel="noopener follow" href="/search?source=---top_nav_layout_nav----------------------------------"><div class="bf b bg z fz hn ho ab q hp hq"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24" aria-label="Search"><path fill="currentColor" fill-rule="evenodd" d="M4.092 11.06a6.95 6.95 0 1 1 13.9 0 6.95 6.95 0 0 1-13.9 0m6.95-8.05a8.05 8.05 0 1 0 5.13 14.26l3.75 3.75a.56.56 0 1 0 .79-.79l-3.73-3.73A8.05 8.05 0 0 0 11.042 3z" clip-rule="evenodd"></path></svg></div></a></div></div><div class="hm h k j"><div class="ab q"><p class="bf b gc gd ge gf gg gh gi gj gk gl fz"><span><button class="bf b gc gd gm ge gf gn gg gh go gp gj gq gr gl gs gt gu gv gw gx gy gz ha hb hc hd he hf hg hh bm hi hj" data-testid="headerSignUpButton">Sign up</button></span></p><div class="ax l"><p class="bf b gc gd ge gf gg gh gi gj gk gl fz"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSignInButton" rel="noopener follow" href="/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2Ftag%2Fai&source=login---top_nav_layout_nav-----------------------global_nav-----------">Sign in</a></span></p></div></div></div><div class="l" aria-hidden="false"><button class="ay hr am ab q ao hs ht hu" aria-label="user options menu" data-testid="headerUserIcon"><div class="l hn"><img alt="" class="l hh by bz ca cv" src="https://miro.medium.com/v2/resize:fill:64:64/1*dmbNkD5D-u45r44go_cf0g.png" width="32" height="32" loading="lazy" role="presentation"/><div class="hv by l bz ca hw n ay hx"></div></div></button></div></div></div><div class="ab cc"><div class="hy hz ia cg ch ci cj bh"><div class="ib ic id ie if ig l hn"><div class="ab q ih ii ij ik il im in io"><div class="ip i d cu"></div><a class="bk ag bg iq bf ak b ir an ao ap aq ar as at z ab q is it iu iv fi iw ix iy iz cv cq ja jb" rel="noopener follow" href="/explore-topics?source=topic_portal---topic_nav---ai-------------------------------"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" height="24" width="24"><circle cx="12" cy="12.001" r="10.5" stroke="currentColor"></circle><path fill="currentColor" fill-rule="evenodd" d="m16.083 6.167-.147.989-.984 6.636-.036.247-.22.119-5.899 3.194-.88.476.147-.989.984-6.635.037-.248.22-.119 5.899-3.194zM9.92 11.15 9.2 15.997l4.308-2.333zm4.163 1.695-3.59-2.514L14.8 8z" clip-rule="evenodd"></path></svg><div class="fy h k">Explore topics</div></a><a class="cr ay am ao" aria-current="page" rel="noopener follow" href="/tag/ai?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq jd ja jb bf b bg z bk iz">AI</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/artificial-intelligence?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Artificial Intelligence</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/technology?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Technology</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/machine-learning?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Machine Learning</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/chatgpt?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">ChatGPT</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/data-science?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Data Science</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/openai?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">OpenAI</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/tech?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Tech</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/blockchain?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Blockchain</div></a><a class="cr ay am ao" rel="noopener follow" href="/tag/business?source=topic_portal---topic_nav---ai-------------------------------"><div class="jc hn cv cq iq ja jb bf b bg z bk iz">Business</div></a><div class="hw je n jf jg ab q jh ji jj jk"><button class="ay am jl ao jm jn" aria-label="next sections" tabindex="-1"><svg width="26px" height="26px" class="svgIcon-use" viewBox="0 0 19 19" style="transform:rotate(180deg)" aria-hidden="true"><path fill-rule="evenodd" d="M11.47 13.969 6.986 9.484 11.47 5l.553.492L8.03 9.484l3.993 3.993z"></path></svg></button></div><div class="hw jo n jf jp ab q jh ji jq jk"><button class="ay am jl ao jm jn" aria-label="previous sections" tabindex="-1"><svg width="26px" height="26px" class="svgIcon-use" viewBox="0 0 19 19" aria-hidden="true"><path fill-rule="evenodd" d="M11.47 13.969 6.986 9.484 11.47 5l.553.492L8.03 9.484l3.993 3.993z"></path></svg></button></div></div></div></div></div><div class="l hn"><div class="ab cc"><div class="ke kf kg kh ki ci cj bh"><div class="l hj"><h2 class="bf kj kk kl km kn ko kp kq kr ks kt ku kv kw kx ky bk">AI</h2><div class="ab cc jr js gd jt ju gf jv jw jx jy jz ka kb kc kd dn bf b fz">Topic<div class="kz l">·</div>25K<!-- --> <!-- -->Followers<div class="kz l">·</div>429K<!-- --> <!-- -->Stories</div><div class="l"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2Fsignedin%2Fsubscriptions%2Ftag%2Fai%3FfollowSource%3Dtopics_v2&operation=register&redirect=https%3A%2F%2Fmedium.com%2Ftag%2Fai&source=------ai--------------------follow_tag-----------"><button class="bf b bg z la jc lb lc ld le lf gz ha lg lh li he hf hg hh bm hi hj">Follow</button></a></span></div></div></div></div><div class="ab cc"><div class="hy hz ia cg ch ci cj bh"><div class="lj bh r"></div></div></div><div class="ab cc"><div class="lk ll kg lm ln ci cj bh"><div class="lo l"><h2 class="bf kj lp lq lr ls lt lu lv lw lx ly lz ma mb mc md bk">Recommended stories</h2></div><div class="j i d"><div class="ab db"><div class="me l"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1" tabindex="0"><div class="mt"><div aria-label="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market"><div class="mv mw mx my mz"><img alt="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market" class="bh na nb nc nd bx" src="https://miro.medium.com/v2/resize:fit:1358/format:webp/0*iaQH_PlG9V8cXqro" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/theta-network?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="Theta Network" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*aAooNnd7nfONGloaqINlWg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/theta-network?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Theta Network</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@thetalabs?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Theta Labs</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market"><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">We’re thrilled to announce that The AI Lab, a premier e-learning provider specializing in Artificial Intelligence (AI), Data Analysis (DA)…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">12h ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F17be471bb2b1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Ftheta-network%2Fthe-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1&source=---recommended_stories---ai---0-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="pu l"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b" tabindex="0"><div class="mt"><div aria-label="Diagram showing the difference between think and thick data."><div class="mv mw mx my mz"><img alt="Diagram showing the difference between think and thick data." class="bh na nb nc nd bx" src="https://miro.medium.com/v2/resize:fit:1358/format:webp/1*e9FwiXV_hxLKgpnqqU0Rrw.png" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="UX Collective" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*mDhF9X4VO0rCrJvWFatyxg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">UX Collective</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@everythingnewisdangerous?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Helge Tennø</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">How to close the customer-data-gap</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">“Thick” or qualitative data (1) helps organizations and their AI-solutions make better decisions by including insights about the context…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fdefefe559f8b&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fhow-to-close-the-customer-data-gap-defefe559f8b&source=---recommended_stories---ai---1-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="pu l"><article class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/predict?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="Predict" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*EetZyjDw-19wRRBzc6fSMA.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/predict?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Predict</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@wlockett?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Will Lockett</p><div class="pv pw l"><div class="ab px"><div class="ab"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 16 16"><path fill="#437AFF" d="M15.163 8c0 .65-.459 1.144-.863 1.575-.232.244-.471.5-.563.719s-.086.543-.092.875c-.006.606-.018 1.3-.49 1.781-.47.481-1.15.494-1.744.5-.324.006-.655.013-.857.094s-.465.337-.704.575c-.422.412-.906.881-1.542.881-.637 0-1.12-.469-1.543-.881-.239-.238-.49-.482-.704-.575-.214-.094-.532-.088-.857-.094-.593-.006-1.273-.019-1.744-.5s-.484-1.175-.49-1.781c-.006-.332-.012-.669-.092-.875-.08-.207-.33-.475-.563-.719-.404-.431-.863-.925-.863-1.575s.46-1.144.863-1.575c.233-.244.472-.5.563-.719.092-.219.086-.544.092-.875.006-.606.019-1.3.49-1.781s1.15-.494 1.744-.5c.325-.006.655-.012.857-.094.202-.081.465-.337.704-.575C7.188 1.47 7.671 1 8.308 1s1.12.469 1.542.881c.239.238.49.481.704.575s.533.088.857.094c.594.006 1.273.019 1.745.5.47.481.483 1.175.49 1.781.005.331.011.669.091.875s.33.475.563.719c.404.431.863.925.863 1.575"></path><path fill="#fff" d="M7.328 10.5c.195 0 .381.08.519.22.137.141.215.331.216.53 0 .066.026.13.072.177a.24.24 0 0 0 .346 0 .25.25 0 0 0 .071-.177c.001-.199.079-.389.216-.53a.73.73 0 0 1 .519-.22h1.959c.13 0 .254-.053.346-.146a.5.5 0 0 0 .143-.354V6a.5.5 0 0 0-.143-.354.49.49 0 0 0-.346-.146h-1.47c-.324 0-.635.132-.865.366-.23.235-.359.552-.359.884v2.5c0 .066-.025.13-.071.177a.24.24 0 0 1-.346 0 .25.25 0 0 1-.072-.177v-2.5c0-.332-.13-.65-.359-.884A1.21 1.21 0 0 0 6.84 5.5h-1.47a.49.49 0 0 0-.346.146A.5.5 0 0 0 4.88 6v4c0 .133.051.26.143.354a.49.49 0 0 0 .347.146z"></path></svg></div></div></div></a></div></div></div></div><div class="ab"><div class="l py og"><div class="oh oi oj ok ol om on oo pz qa"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><h2 class="bf op lp lq qb qc lr ls lt qd qe lu ou jx qf qg ox oy ka qh qi pb pc kd qj qk pf cm nt nu nw ny bk">AI Has Officially Hit A Dead End</h2><div class="pg"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">And the repercussions will be catastrophic.</h3></div></a></div><div class="h k j i d"><div class="ql qm qn qo qp qq qr qs qt qu l"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 18</span><div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>114</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fcf260ae5b2de&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fpredict%2Fai-has-officially-hit-a-dead-end-cf260ae5b2de&source=---recommended_stories---ai---2-85----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qw qx qy qz ra l"><div aria-label="AI Has Officially Hit A Dead End"><div class=""><img alt="AI Has Officially Hit A Dead End" class="bx na" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/format:webp/0*Zs_B6zDXGdgkK2jv" width="80" height="53" loading="lazy"/></div></div></div></div><div class="rb"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 18</span><div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>114</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fcf260ae5b2de&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fpredict%2Fai-has-officially-hit-a-dead-end-cf260ae5b2de&source=---recommended_stories---ai---2-85----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="lj bh r rc rd re rf rg"></div></div></div></div></div></article></div><div class="pu l"><article class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/@MohapatraHemant/ai-the-last-employee-aa0af1969daf" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@MohapatraHemant?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div class="l hn"><img alt="Hemant Mohapatra" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/0*ceWjfeRiK7RNa3lC.jpg" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@MohapatraHemant?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Hemant Mohapatra</p></a></div></div></div></div><div class="ab"><div class="l py og"><div class="oh oi oj ok ol om on oo pz qa"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@MohapatraHemant/ai-the-last-employee-aa0af1969daf?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><h2 class="bf op lp lq qb qc lr ls lt qd qe lu ou jx qf qg ox oy ka qh qi pb pc kd qj qk pf cm nt nu nw ny bk">AI —The Last Employee?</h2><div class="pg"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">How bigtech AI CAPEX spending will reshape future corporate cost structures</h3></div></a></div><div class="h k j i d"><div class="ql qm qn qo qp qq qr qs qt qu l"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/@MohapatraHemant/ai-the-last-employee-aa0af1969daf?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa0af1969daf&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40MohapatraHemant%2Fai-the-last-employee-aa0af1969daf&source=---recommended_stories---ai---3-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qw qx qy qz ra l"><div aria-label="AI —The Last Employee?"><div class=""><img alt="AI —The Last Employee?" class="bx na" src="https://miro.medium.com/v2/resize:fill:160:106/format:webp/1*qp2sghBeY5nwkTzoJ7s3Ew.png" width="80" height="53" loading="lazy"/></div></div></div></div><div class="rb"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/@MohapatraHemant/ai-the-last-employee-aa0af1969daf?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa0af1969daf&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40MohapatraHemant%2Fai-the-last-employee-aa0af1969daf&source=---recommended_stories---ai---3-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="lj bh r rc rd re rf rg"></div></div></div></div></div></article></div><div class="pu l"><article class=""><div class="mf l"><div class="bh gb"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38" tabindex="0"><div class="bh nf ng nh ni"><div class="ab"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="UX Collective" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*mDhF9X4VO0rCrJvWFatyxg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">UX Collective</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@simoherold?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Simo Herold</p></a></div></div></div></div><div class="ab"><div class="l py og"><div class="oh oi oj ok ol om on oo pz qa"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><h2 class="bf op lp lq qb qc lr ls lt qd qe lu ou jx qf qg ox oy ka qh qi pb pc kd qj qk pf cm nt nu nw ny bk">Society drives how we build products, create brands, and design experiences</h2><div class="pg"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">If a brand is more important than the product, then is the experience more important than the brand?</h3></div></a></div><div class="h k j i d"><div class="ql qm qn qo qp qq qr qs qt qu l"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F574a16dd7e38&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fsociety-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38&source=---recommended_stories---ai---4-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="qw qx qy qz ra l"><div aria-label="a chubby man wearing a white shirt with a logo"><div class=""><img alt="a chubby man wearing a white shirt with a logo" class="bx na" src="https://miro.medium.com/v2/resize:fill:160:106/format:webp/1*T9b1EcUQ3p5CBv1G0mh8Og.png" width="80" height="53" loading="lazy"/></div></div></div></div><div class="rb"><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F574a16dd7e38&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fsociety-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38&source=---recommended_stories---ai---4-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="lj bh r rc rd re rf rg"></div></div></div></div></div></article></div></div></div><div class="h k"><div class="mg rh ri rj rk rl rm rn"><div class="ro"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo rw mq rx ms" role="link" data-href="https://medium.com/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1" tabindex="0"><div class="mt"><div aria-label="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market"><div class="mv mw mx i d"><img alt="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market" class="bh na ry rz sa sb sc nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/0*iaQH_PlG9V8cXqro" loading="eager"/></div><div class="h k j my mz"><img alt="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market" class="bh na ry rz sa sb sc nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/0*iaQH_PlG9V8cXqro" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/theta-network?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="Theta Network" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*aAooNnd7nfONGloaqINlWg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/theta-network?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Theta Network</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@thetalabs?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Theta Labs</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title="The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market"><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox ly lz sd pa ma mb mc se pe md cm nt nu nw ny bk">The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">We’re thrilled to announce that The AI Lab, a premier e-learning provider specializing in Artificial Intelligence (AI), Data Analysis (DA)…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">12h ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/theta-network/the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1?source=topic_portal---recommended_stories---ai---0-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F17be471bb2b1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Ftheta-network%2Fthe-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1&source=---recommended_stories---ai---0-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rp"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo rw mq rx ms" role="link" data-href="https://medium.com/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b" tabindex="0"><div class="mt"><div aria-label="Diagram showing the difference between think and thick data."><div class="mv mw mx i d"><img alt="Diagram showing the difference between think and thick data." class="bh na ry rz sa sb sc nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*e9FwiXV_hxLKgpnqqU0Rrw.png" loading="eager"/></div><div class="h k j my mz"><img alt="Diagram showing the difference between think and thick data." class="bh na ry rz sa sb sc nc nd bx" src="https://miro.medium.com/v2/resize:fit:1144/format:webp/1*e9FwiXV_hxLKgpnqqU0Rrw.png" loading="eager"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="UX Collective" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*mDhF9X4VO0rCrJvWFatyxg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">UX Collective</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@everythingnewisdangerous?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Helge Tennø</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox ly lz sd pa ma mb mc se pe md cm nt nu nw ny bk">How to close the customer-data-gap</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">“Thick” or qualitative data (1) helps organizations and their AI-solutions make better decisions by including insights about the context…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/how-to-close-the-customer-data-gap-defefe559f8b?source=topic_portal---recommended_stories---ai---1-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fdefefe559f8b&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fhow-to-close-the-customer-data-gap-defefe559f8b&source=---recommended_stories---ai---1-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rq"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de" tabindex="0"><div class="mt"><div aria-label="AI Has Officially Hit A Dead End"><div class="mv mw mx my mz"><img alt="AI Has Officially Hit A Dead End" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/0*Zs_B6zDXGdgkK2jv" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/predict?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="Predict" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*EetZyjDw-19wRRBzc6fSMA.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/predict?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Predict</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@wlockett?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Will Lockett</p><div class="pv pw l"><div class="ab px"><div class="ab"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 16 16"><path fill="#437AFF" d="M15.163 8c0 .65-.459 1.144-.863 1.575-.232.244-.471.5-.563.719s-.086.543-.092.875c-.006.606-.018 1.3-.49 1.781-.47.481-1.15.494-1.744.5-.324.006-.655.013-.857.094s-.465.337-.704.575c-.422.412-.906.881-1.542.881-.637 0-1.12-.469-1.543-.881-.239-.238-.49-.482-.704-.575-.214-.094-.532-.088-.857-.094-.593-.006-1.273-.019-1.744-.5s-.484-1.175-.49-1.781c-.006-.332-.012-.669-.092-.875-.08-.207-.33-.475-.563-.719-.404-.431-.863-.925-.863-1.575s.46-1.144.863-1.575c.233-.244.472-.5.563-.719.092-.219.086-.544.092-.875.006-.606.019-1.3.49-1.781s1.15-.494 1.744-.5c.325-.006.655-.012.857-.094.202-.081.465-.337.704-.575C7.188 1.47 7.671 1 8.308 1s1.12.469 1.542.881c.239.238.49.481.704.575s.533.088.857.094c.594.006 1.273.019 1.745.5.47.481.483 1.175.49 1.781.005.331.011.669.091.875s.33.475.563.719c.404.431.863.925.863 1.575"></path><path fill="#fff" d="M7.328 10.5c.195 0 .381.08.519.22.137.141.215.331.216.53 0 .066.026.13.072.177a.24.24 0 0 0 .346 0 .25.25 0 0 0 .071-.177c.001-.199.079-.389.216-.53a.73.73 0 0 1 .519-.22h1.959c.13 0 .254-.053.346-.146a.5.5 0 0 0 .143-.354V6a.5.5 0 0 0-.143-.354.49.49 0 0 0-.346-.146h-1.47c-.324 0-.635.132-.865.366-.23.235-.359.552-.359.884v2.5c0 .066-.025.13-.071.177a.24.24 0 0 1-.346 0 .25.25 0 0 1-.072-.177v-2.5c0-.332-.13-.65-.359-.884A1.21 1.21 0 0 0 6.84 5.5h-1.47a.49.49 0 0 0-.346.146A.5.5 0 0 0 4.88 6v4c0 .133.051.26.143.354a.49.49 0 0 0 .347.146z"></path></svg></div></div></div></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">AI Has Officially Hit A Dead End</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">And the repercussions will be catastrophic.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 18</span><div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/predict/ai-has-officially-hit-a-dead-end-cf260ae5b2de?source=topic_portal---recommended_stories---ai---2-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>114</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fcf260ae5b2de&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fpredict%2Fai-has-officially-hit-a-dead-end-cf260ae5b2de&source=---recommended_stories---ai---2-85----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rr"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/@MohapatraHemant/ai-the-last-employee-aa0af1969daf" tabindex="0"><div class="mt"><div aria-label="AI —The Last Employee?"><div class="mv mw mx my mz"><img alt="AI —The Last Employee?" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*qp2sghBeY5nwkTzoJ7s3Ew.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@MohapatraHemant?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div class="l hn"><img alt="Hemant Mohapatra" class="l hh by no np cv" src="https://miro.medium.com/v2/resize:fill:40:40/0*ceWjfeRiK7RNa3lC.jpg" width="20" height="20" loading="lazy"/><div class="hv by l no np hw n ay hx"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@MohapatraHemant?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Hemant Mohapatra</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@MohapatraHemant/ai-the-last-employee-aa0af1969daf?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">AI —The Last Employee?</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">How bigtech AI CAPEX spending will reshape future corporate cost structures</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/@MohapatraHemant/ai-the-last-employee-aa0af1969daf?source=topic_portal---recommended_stories---ai---3-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa0af1969daf&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40MohapatraHemant%2Fai-the-last-employee-aa0af1969daf&source=---recommended_stories---ai---3-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rs"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38" tabindex="0"><div class="mt"><div aria-label="a chubby man wearing a white shirt with a logo"><div class="mv mw mx my mz"><img alt="a chubby man wearing a white shirt with a logo" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*T9b1EcUQ3p5CBv1G0mh8Og.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="UX Collective" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*mDhF9X4VO0rCrJvWFatyxg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">UX Collective</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@simoherold?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Simo Herold</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title="Society drives how we build products, create brands, and design experiences"><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">Society drives how we build products, create brands, and design experiences</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">If a brand is more important than the product, then is the experience more important than the brand?</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38?source=topic_portal---recommended_stories---ai---4-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F574a16dd7e38&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fsociety-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38&source=---recommended_stories---ai---4-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rt"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/prototypr/how-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75" tabindex="0"><div class="mt"><div aria-label="How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI"><div class="mv mw mx my mz"><img alt="How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*0255ZpgKS9aksgJtIpt2OA.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/prototypr?source=topic_portal---recommended_stories---ai---5-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="Prototypr" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*qyQKDMMD6-X_8biF_U-N-g.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/prototypr?source=topic_portal---recommended_stories---ai---5-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Prototypr</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@elizabethalli?source=topic_portal---recommended_stories---ai---5-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Elizabeth Alli</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/prototypr/how-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75?source=topic_portal---recommended_stories---ai---5-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title="How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI"><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">This week, I challenged myself to use Figma’s new AI features to do my product design job— here’s what happened…</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp"><div class="mf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 4</span><div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/prototypr/how-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75?source=topic_portal---recommended_stories---ai---5-85--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>5</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Faa64d8c84c75&operation=register&redirect=https%3A%2F%2Fblog.prototypr.io%2Fhow-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75&source=---recommended_stories---ai---5-85----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="ru"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/qonto-way/innovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c" tabindex="0"><div class="mt"><div aria-label="Innovating with Gen-AI at scale: a field guide"><div class="mv mw mx my mz"><img alt="Innovating with Gen-AI at scale: a field guide" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*orIdniTR1tDXuIbbAUVweA.png" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/qonto-way?source=topic_portal---recommended_stories---ai---6-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="The Qonto Way" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*62qiMixIqD-UODkXVUxPOA.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/qonto-way?source=topic_portal---recommended_stories---ai---6-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">The Qonto Way</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@aymeric.augustin?source=topic_portal---recommended_stories---ai---6-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Aymeric Augustin</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/qonto-way/innovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c?source=topic_portal---recommended_stories---ai---6-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">Innovating with Gen-AI at scale: a field guide</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">How could we swiftly transform Qonto, a 1,600-person fintech scale-up, with Gen-AI? Here are four strategies that worked for us.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">19h ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/qonto-way/innovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c?source=topic_portal---recommended_stories---ai---6-84--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F85afecc98a5c&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fqonto-way%2Finnovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c&source=---recommended_stories---ai---6-84----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div><div class="rv"><article class="gb"><div class="gb mf l"><div class="bh gb"><div class="gb l"><div class="hn gb mg mh mi mj mk ml mm mn mo mp mq mr ms" role="link" data-href="https://medium.com/user-experience-design-1/hope-is-not-lost-for-human-centered-ai-140b0efbe6af" tabindex="0"><div class="mt"><div aria-label="A sketch in blue ink of a robotic finger touching a human finger"><div class="mv mw mx my mz"><img alt="A sketch in blue ink of a robotic finger touching a human finger" class="bh na ry rz sa sf sg nc nd bx" src="https://miro.medium.com/v2/resize:fit:730/format:webp/1*nBHTtiF40iOi4FckMkckXw.jpeg" loading="lazy"/></div></div></div><div class="mu ab cc db"><div class="ab db ne bh nf ng nh ni"><div class="nj nk nl nm nn ab q"><div class="cr l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---7-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><div class="hn ab"><img alt="UX Collective" class="na np no cv" src="https://miro.medium.com/v2/resize:fill:40:40/1*mDhF9X4VO0rCrJvWFatyxg.png" width="20" height="20" loading="lazy"/><div class="na l no np hw n hv hx"></div></div></a></div></div></div><div class="nq l"><p class="bf b ga z fz">In</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" href="https://medium.com/user-experience-design-1?source=topic_portal---recommended_stories---ai---7-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------" rel="noopener follow"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">UX Collective</p></a></div></div></div><div class="nz l"><p class="bf b ga z fz">by</p></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar nr ab q" rel="noopener follow" href="/@grigsby.design?source=topic_portal---recommended_stories---ai---7-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><p class="bf b ga z cm ns nt nu nv nw nx ny bk">Andrea Grigsby</p></a></div></div></div><div class="oa l ob oc od oe of og"><div class="oh oi oj ok ol om on oo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/user-experience-design-1/hope-is-not-lost-for-human-centered-ai-140b0efbe6af?source=topic_portal---recommended_stories---ai---7-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div title=""><h2 class="bf op lp lq oq or lr ls lt os ot lu ou jx ov ow ox oy ka oz pa pb pc kd pd pe pf cm nt nu nw ny bk">Hope is not lost for human-centered AI</h2></div><div class="pg l"><h3 class="bf b ph z cm pi nt nu pj nw ny fz">How designers can lead the way in the effort to create AI for humans.</h3></div></a></div></div><span class="bf b ga z fz"><div class="pk ab pl ae"><div class="ab q pp">1d ago<div class="h k j i d"><div class="hn pm do ab q"><div class="hw pn po ab q pp"><div class="ax do du l cv"></div></div><a class="hw ji po ab q pp" tabindex="-1" rel="noopener follow" href="/user-experience-design-1/hope-is-not-lost-for-human-centered-ai-140b0efbe6af?source=topic_portal---recommended_stories---ai---7-107--------------------ee429612_c775_4532_b146_4b7e874ce8d3-------"><div><div class="ab" aria-hidden="false"><div class="ab q qv"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>7</span></div></div></div></a></div></div></div><div class="ab q pq pr"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F140b0efbe6af&operation=register&redirect=https%3A%2F%2Fuxdesign.cc%2Fhope-is-not-lost-for-human-centered-ai-140b0efbe6af&source=---recommended_stories---ai---7-107----------------bookmark_preview----ee429612_c775_4532_b146_4b7e874ce8d3-------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="fz ps pt" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span><div class="h k j i d"><div class="lj bh r me"></div></div></div></div></div></div></div></div></article></div></div></div><div class="sh si sj sk sl l"><a class="bf b bg z bk jc sm sn so ps sp lf gz ha hb sq sr ss he st hf hg hh bm hi hj" rel="noopener follow" href="/tag/ai/recommended?source=topic_portal------ai-------------------------------"><div class="l hj">See more recommended stories</div></a></div></div></div><div class="l hw n je su jo sv sw"></div></div></div></div></div><script>window.__BUILD_ID__="main-20241126-181518-0cb59a020f"</script><script>window.__GRAPHQL_URI__ = "https://medium.com/_/graphql"</script><script>window.__PRELOADED_STATE__ = {"algolia":{"queries":{}},"cache":{"experimentGroupSet":true,"reason":"","group":"enabled","tags":["group-edgeCacheTags","tag-ai"],"serverVariantState":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","middlewareEnabled":true,"cacheStatus":"DYNAMIC","shouldUseCache":true,"vary":[],"lohpSummerUpsellEnabled":false,"publicationHierarchyEnabledWeb":false,"postBottomResponsesEnabled":false},"client":{"hydrated":false,"isUs":false,"isNativeMedium":false,"isSafariMobile":false,"isSafari":false,"isFirefox":false,"routingEntity":{"type":"DEFAULT","explicit":false},"viewerIsBot":false},"debug":{"requestId":"963db0e6-a938-4d1a-8b11-12c61cd33e75","hybridDevServices":[],"originalSpanCarrier":{"traceparent":"00-cfda007812b2b7b0b8c85602840c5386-a31304ba1fa5ca5c-01"}},"multiVote":{"clapsPerPost":{}},"navigation":{"branch":{"show":null,"hasRendered":null,"blockedByCTA":false},"hideGoogleOneTap":false,"hasRenderedAlternateUserBanner":null,"currentLocation":"https:\u002F\u002Fmedium.com\u002Ftag\u002Fai","host":"medium.com","hostname":"medium.com","referrer":"","hasSetReferrer":false,"susiModal":{"step":null,"operation":"register"},"postRead":false,"partnerProgram":{"selectedCountryCode":null},"queryString":"","currentHash":""},"config":{"nodeEnv":"production","version":"main-20241126-181518-0cb59a020f","target":"production","productName":"Medium","publicUrl":"https:\u002F\u002Fcdn-client.medium.com\u002Flite","authDomain":"medium.com","authGoogleClientId":"216296035834-k1k6qe060s2tp2a2jam4ljdcms00sttg.apps.googleusercontent.com","favicon":"production","glyphUrl":"https:\u002F\u002Fglyph.medium.com","branchKey":"key_live_ofxXr2qTrrU9NqURK8ZwEhknBxiI6KBm","algolia":{"appId":"MQ57UUUQZ2","apiKeySearch":"394474ced050e3911ae2249ecc774921","indexPrefix":"medium_","host":"-dsn.algolia.net"},"recaptchaKey":"6Lfc37IUAAAAAKGGtC6rLS13R1Hrw_BqADfS1LRk","recaptcha3Key":"6Lf8R9wUAAAAABMI_85Wb8melS7Zj6ziuf99Yot5","recaptchaEnterpriseKeyId":"6Le-uGgpAAAAAPprRaokM8AKthQ9KNGdoxaGUvVp","datadog":{"applicationId":"6702d87d-a7e0-42fe-bbcb-95b469547ea0","clientToken":"pub853ea8d17ad6821d9f8f11861d23dfed","rumToken":"pubf9cc52896502b9413b68ba36fc0c7162","context":{"deployment":{"target":"production","tag":"main-20241126-181518-0cb59a020f","commit":"0cb59a020f4453d0900f671f1a6576feecc55e74"}},"datacenter":"us"},"googleAnalyticsCode":"G-7JY7T788PK","googlePay":{"apiVersion":"2","apiVersionMinor":"0","merchantId":"BCR2DN6TV7EMTGBM","merchantName":"Medium","instanceMerchantId":"13685562959212738550"},"applePay":{"version":3},"signInWallCustomDomainCollectionIds":["3a8144eabfe3","336d898217ee","61061eb0c96b","138adf9c44c","819cc2aaeee0"],"mediumMastodonDomainName":"me.dm","mediumOwnedAndOperatedCollectionIds":["8a9336e5bb4","b7e45b22fec3","193b68bd4fba","8d6b8a439e32","54c98c43354d","3f6ecf56618","d944778ce714","92d2092dc598","ae2a65f35510","1285ba81cada","544c7006046e","fc8964313712","40187e704f1c","88d9857e584e","7b6769f2748b","bcc38c8f6edf","cef6983b292","cb8577c9149e","444d13b52878","713d7dbc99b0","ef8e90590e66","191186aaafa0","55760f21cdc5","9dc80918cc93","bdc4052bbdba","8ccfed20cbb2"],"tierOneDomains":["medium.com","thebolditalic.com","arcdigital.media","towardsdatascience.com","uxdesign.cc","codeburst.io","psiloveyou.xyz","writingcooperative.com","entrepreneurshandbook.co","prototypr.io","betterhumans.coach.me","theascent.pub"],"topicsToFollow":["d61cf867d93f","8a146bc21b28","1eca0103fff3","4d562ee63426","aef1078a3ef5","e15e46793f8d","6158eb913466","55f1c20aba7a","3d18b94f6858","4861fee224fd","63c6f1f93ee","1d98b3a9a871","decb52b64abf","ae5d4995e225","830cded25262"],"topicToTagMappings":{"accessibility":"accessibility","addiction":"addiction","android-development":"android-development","art":"art","artificial-intelligence":"artificial-intelligence","astrology":"astrology","basic-income":"basic-income","beauty":"beauty","biotech":"biotech","blockchain":"blockchain","books":"books","business":"business","cannabis":"cannabis","cities":"cities","climate-change":"climate-change","comics":"comics","coronavirus":"coronavirus","creativity":"creativity","cryptocurrency":"cryptocurrency","culture":"culture","cybersecurity":"cybersecurity","data-science":"data-science","design":"design","digital-life":"digital-life","disability":"disability","economy":"economy","education":"education","equality":"equality","family":"family","feminism":"feminism","fiction":"fiction","film":"film","fitness":"fitness","food":"food","freelancing":"freelancing","future":"future","gadgets":"gadgets","gaming":"gaming","gun-control":"gun-control","health":"health","history":"history","humor":"humor","immigration":"immigration","ios-development":"ios-development","javascript":"javascript","justice":"justice","language":"language","leadership":"leadership","lgbtqia":"lgbtqia","lifestyle":"lifestyle","machine-learning":"machine-learning","makers":"makers","marketing":"marketing","math":"math","media":"media","mental-health":"mental-health","mindfulness":"mindfulness","money":"money","music":"music","neuroscience":"neuroscience","nonfiction":"nonfiction","outdoors":"outdoors","parenting":"parenting","pets":"pets","philosophy":"philosophy","photography":"photography","podcasts":"podcast","poetry":"poetry","politics":"politics","privacy":"privacy","product-management":"product-management","productivity":"productivity","programming":"programming","psychedelics":"psychedelics","psychology":"psychology","race":"race","relationships":"relationships","religion":"religion","remote-work":"remote-work","san-francisco":"san-francisco","science":"science","self":"self","self-driving-cars":"self-driving-cars","sexuality":"sexuality","social-media":"social-media","society":"society","software-engineering":"software-engineering","space":"space","spirituality":"spirituality","sports":"sports","startups":"startup","style":"style","technology":"technology","transportation":"transportation","travel":"travel","true-crime":"true-crime","tv":"tv","ux":"ux","venture-capital":"venture-capital","visual-design":"visual-design","work":"work","world":"world","writing":"writing"},"defaultImages":{"avatar":{"imageId":"1*dmbNkD5D-u45r44go_cf0g.png","height":150,"width":150},"orgLogo":{"imageId":"7*V1_7XP4snlmqrc_0Njontw.png","height":110,"width":500},"postLogo":{"imageId":"bd978bb536350a710e8efb012513429cabdc4c28700604261aeda246d0f980b7","height":810,"width":1440},"postPreviewImage":{"imageId":"1*hn4v1tCaJy7cWMyb0bpNpQ.png","height":386,"width":579}},"collectionStructuredData":{"8d6b8a439e32":{"name":"Elemental","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F980\u002F1*9ygdqoKprhwuTVKUM0DLPA@2x.png","width":980,"height":159}}},"3f6ecf56618":{"name":"Forge","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F596\u002F1*uULpIlImcO5TDuBZ6lm7Lg@2x.png","width":596,"height":183}}},"ae2a65f35510":{"name":"GEN","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F264\u002F1*RdVZMdvfV3YiZTw6mX7yWA.png","width":264,"height":140}}},"88d9857e584e":{"name":"LEVEL","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*JqYMhNX6KNNb2UlqGqO2WQ.png","width":540,"height":108}}},"7b6769f2748b":{"name":"Marker","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F383\u002F1*haCUs0wF6TgOOvfoY-jEoQ@2x.png","width":383,"height":92}}},"444d13b52878":{"name":"OneZero","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*cw32fIqCbRWzwJaoQw6BUg.png","width":540,"height":123}}},"8ccfed20cbb2":{"name":"Zora","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*tZUQqRcCCZDXjjiZ4bDvgQ.png","width":540,"height":106}}}},"embeddedPostIds":{"coronavirus":"cd3010f9d81f"},"sharedCdcMessaging":{"COVID_APPLICABLE_TAG_SLUGS":[],"COVID_APPLICABLE_TOPIC_NAMES":[],"COVID_APPLICABLE_TOPIC_NAMES_FOR_TOPIC_PAGE":[],"COVID_MESSAGES":{"tierA":{"text":"For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":66,"end":73,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"tierB":{"text":"Anyone can publish on Medium per our Policies, but we don’t fact-check every story. For more info about the coronavirus, see cdc.gov.","markups":[{"start":37,"end":45,"href":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Fcategories\u002F201931128-Policies-Safety"},{"start":125,"end":132,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"paywall":{"text":"This article has been made free for everyone, thanks to Medium Members. For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":56,"end":70,"href":"https:\u002F\u002Fmedium.com\u002Fmembership"},{"start":138,"end":145,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"unbound":{"text":"This article is free for everyone, thanks to Medium Members. For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":45,"end":59,"href":"https:\u002F\u002Fmedium.com\u002Fmembership"},{"start":127,"end":134,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]}},"COVID_BANNER_POST_ID_OVERRIDE_WHITELIST":["3b31a67bff4a"]},"sharedVoteMessaging":{"TAGS":["politics","election-2020","government","us-politics","election","2020-presidential-race","trump","donald-trump","democrats","republicans","congress","republican-party","democratic-party","biden","joe-biden","maga"],"TOPICS":["politics","election"],"MESSAGE":{"text":"Find out more about the U.S. election results here.","markups":[{"start":46,"end":50,"href":"https:\u002F\u002Fcookpolitical.com\u002F2020-national-popular-vote-tracker"}]},"EXCLUDE_POSTS":["397ef29e3ca5"]},"embedPostRules":[],"recircOptions":{"v1":{"limit":3},"v2":{"limit":8}},"braintreeClientKey":"production_zjkj96jm_m56f8fqpf7ngnrd4","braintree":{"enabled":true,"merchantId":"m56f8fqpf7ngnrd4","merchantAccountId":{"usd":"AMediumCorporation_instant","eur":"amediumcorporation_EUR","cad":"amediumcorporation_CAD"},"publicKey":"ds2nn34bg2z7j5gd","braintreeEnvironment":"production","dashboardUrl":"https:\u002F\u002Fwww.braintreegateway.com\u002Fmerchants","gracePeriodDurationInDays":14,"mediumMembershipPlanId":{"monthly":"ce105f8c57a3","monthlyV2":"e8a5e126-792b-4ee6-8fba-d574c1b02fc5","monthlyWithTrial":"d5ee3dbe3db8","monthlyPremium":"fa741a9b47a2","yearly":"a40ad4a43185","yearlyV2":"3815d7d6-b8ca-4224-9b8c-182f9047866e","yearlyStaff":"d74fb811198a","yearlyWithTrial":"b3bc7350e5c7","yearlyPremium":"e21bd2c12166","monthlyOneYearFree":"e6c0637a-2bad-4171-ab4f-3c268633d83c","monthly25PercentOffFirstYear":"235ecc62-0cdb-49ae-9378-726cd21c504b","monthly20PercentOffFirstYear":"ba518864-9c13-4a99-91ca-411bf0cac756","monthly15PercentOffFirstYear":"594c029b-9f89-43d5-88f8-8173af4e070e","monthly10PercentOffFirstYear":"c6c7bc9a-40f2-4b51-8126-e28511d5bdb0","monthlyForStudents":"629ebe51-da7d-41fd-8293-34cd2f2030a8","yearlyOneYearFree":"78ba7be9-0d9f-4ece-aa3e-b54b826f2bf1","yearly25PercentOffFirstYear":"2dbb010d-bb8f-4eeb-ad5c-a08509f42d34","yearly20PercentOffFirstYear":"47565488-435b-47f8-bf93-40d5fbe0ebc8","yearly15PercentOffFirstYear":"8259809b-0881-47d9-acf7-6c001c7f720f","yearly10PercentOffFirstYear":"9dd694fb-96e1-472c-8d9e-3c868d5c1506","yearlyForStudents":"e29345ef-ab1c-4234-95c5-70e50fe6bc23","monthlyCad":"p52orjkaceei","yearlyCad":"h4q9g2up9ktt"},"braintreeDiscountId":{"oneMonthFree":"MONTHS_FREE_01","threeMonthsFree":"MONTHS_FREE_03","sixMonthsFree":"MONTHS_FREE_06","fiftyPercentOffOneYear":"FIFTY_PERCENT_OFF_ONE_YEAR"},"3DSecureVersion":"2","defaultCurrency":"usd","providerPlanIdCurrency":{"4ycw":"usd","rz3b":"usd","3kqm":"usd","jzw6":"usd","c2q2":"usd","nnsw":"usd","q8qw":"usd","d9y6":"usd","fx7w":"cad","nwf2":"cad"}},"paypalClientId":"AXj1G4fotC2GE8KzWX9mSxCH1wmPE3nJglf4Z2ig_amnhvlMVX87otaq58niAg9iuLktVNF_1WCMnN7v","paypal":{"host":"https:\u002F\u002Fapi.paypal.com:443","clientMode":"production","serverMode":"live","webhookId":"4G466076A0294510S","monthlyPlan":{"planId":"P-9WR0658853113943TMU5FDQA","name":"Medium Membership (Monthly) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"yearlyPlan":{"planId":"P-7N8963881P8875835MU5JOPQ","name":"Medium Membership (Annual) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"oneYearGift":{"name":"Medium Membership (1 Year, Digital Gift Code)","description":"Unlimited access to the best and brightest stories on Medium. Gift codes can be redeemed at medium.com\u002Fredeem.","price":"50.00","currency":"USD","sku":"membership-gift-1-yr"},"oldMonthlyPlan":{"planId":"P-96U02458LM656772MJZUVH2Y","name":"Medium Membership (Monthly)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"oldYearlyPlan":{"planId":"P-59P80963JF186412JJZU3SMI","name":"Medium Membership (Annual)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"monthlyPlanWithTrial":{"planId":"P-66C21969LR178604GJPVKUKY","name":"Medium Membership (Monthly) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"yearlyPlanWithTrial":{"planId":"P-6XW32684EX226940VKCT2MFA","name":"Medium Membership (Annual) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"oldMonthlyPlanNoSetupFee":{"planId":"P-4N046520HR188054PCJC7LJI","name":"Medium Membership (Monthly)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"oldYearlyPlanNoSetupFee":{"planId":"P-7A4913502Y5181304CJEJMXQ","name":"Medium Membership (Annual)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"sdkUrl":"https:\u002F\u002Fwww.paypal.com\u002Fsdk\u002Fjs"},"stripePublishableKey":"pk_live_7FReX44VnNIInZwrIIx6ghjl","log":{"json":true,"level":"info"},"imageUploadMaxSizeMb":25,"staffPicks":{"title":"Staff Picks","catalogId":"c7bc6e1ee00f"}},"session":{"xsrf":""}}</script><script>window.__APOLLO_STATE__ = {"ROOT_QUERY":{"__typename":"Query","viewer":null,"collectionByDomainOrSlug({\"domainOrSlug\":\"medium.com\"})":null,"tagFromSlug({\"tagSlug\":\"ai\"})":{"__ref":"Tag:ai"},"relatedTags({\"tagSlug\":\"ai\"})":[{"__ref":"Tag:artificial-intelligence"},{"__ref":"Tag:technology"},{"__ref":"Tag:machine-learning"},{"__ref":"Tag:chatgpt"},{"__ref":"Tag:data-science"},{"__ref":"Tag:openai"},{"__ref":"Tag:tech"},{"__ref":"Tag:blockchain"},{"__ref":"Tag:business"}]},"ImageMetadata:0*iaQH_PlG9V8cXqro":{"__typename":"ImageMetadata","id":"0*iaQH_PlG9V8cXqro","focusPercentX":null,"focusPercentY":null,"alt":null},"User:951c3edef084":{"__typename":"User","id":"951c3edef084","name":"Theta Labs","viewerEdge":{"__ref":"UserViewerEdge:userId:951c3edef084-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"thetalabs.medium.com"}},"hasSubdomain":true,"username":"thetalabs","bio":"Creators of the Theta Network and EdgeCloud AI — see www.ThetaLabs.org for more info!","imageId":"1*aAooNnd7nfONGloaqINlWg.png","membership":{"__ref":"Membership:f70123720d89"}},"Collection:87e3dcb520ee":{"__typename":"Collection","id":"87e3dcb520ee","slug":"theta-network","name":"Theta Network","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:87e3dcb520ee-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"Next generation video delivery powered by you","subscriberCount":8881,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*aAooNnd7nfONGloaqINlWg.png"}},"UserViewerEdge:userId:951c3edef084-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:951c3edef084-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:87e3dcb520ee-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:87e3dcb520ee-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:f70123720d89":{"__typename":"Membership","tier":"MEMBER","id":"f70123720d89"},"ImageMetadata:1*aAooNnd7nfONGloaqINlWg.png":{"__typename":"ImageMetadata","id":"1*aAooNnd7nfONGloaqINlWg.png"},"Post:17be471bb2b1":{"__typename":"Post","id":"17be471bb2b1","title":"The AI Lab signs on as second Theta EdgeCloud customer in the E-Learning market","previewImage":{"__ref":"ImageMetadata:0*iaQH_PlG9V8cXqro"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"We’re thrilled to announce that The AI Lab, a premier e-learning provider specializing in Artificial Intelligence (AI), Data Analysis (DA)…","isFullContent":false},"creator":{"__ref":"User:951c3edef084"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Ftheta-network\u002Fthe-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1","collection":{"__ref":"Collection:87e3dcb520ee"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":1160,"isLocked":false,"firstPublishedAt":1732630592155,"latestPublishedAt":1732653319163,"pinnedAt":0,"readingTime":2.108490566037736,"sequence":null,"isSeries":false,"uniqueSlug":"the-ai-lab-signs-on-as-second-theta-edgecloud-customer-in-the-e-learning-market-17be471bb2b1"},"ImageMetadata:1*e9FwiXV_hxLKgpnqqU0Rrw.png":{"__typename":"ImageMetadata","id":"1*e9FwiXV_hxLKgpnqqU0Rrw.png","focusPercentX":null,"focusPercentY":null,"alt":"Diagram showing the difference between think and thick data."},"User:eef05560f145":{"__typename":"User","id":"eef05560f145","name":"Helge Tennø","viewerEdge":{"__ref":"UserViewerEdge:userId:eef05560f145-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"everythingnewisdangerous.medium.com"}},"hasSubdomain":true,"username":"everythingnewisdangerous","bio":"Customer led transformation","imageId":"1*E0Lu9LW8fCptb-9HBesqeQ@2x.jpeg","membership":{"__ref":"Membership:1e8ed1272681"}},"Collection:138adf9c44c":{"__typename":"Collection","id":"138adf9c44c","slug":"user-experience-design-1","name":"UX Collective","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:138adf9c44c-viewerId:lo_1525dbfe9ee6"},"domain":"uxdesign.cc","description":"We believe designers are thinkers as much as they are makers. Curated stories on UX, Visual & Product Design. https:\u002F\u002Flinktr.ee\u002Fuxc","subscriberCount":509658,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*mDhF9X4VO0rCrJvWFatyxg.png"}},"UserViewerEdge:userId:eef05560f145-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:eef05560f145-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:138adf9c44c-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:138adf9c44c-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:1e8ed1272681":{"__typename":"Membership","tier":"MEMBER","id":"1e8ed1272681"},"ImageMetadata:1*mDhF9X4VO0rCrJvWFatyxg.png":{"__typename":"ImageMetadata","id":"1*mDhF9X4VO0rCrJvWFatyxg.png"},"Post:defefe559f8b":{"__typename":"Post","id":"defefe559f8b","title":"How to close the customer-data-gap","previewImage":{"__ref":"ImageMetadata:1*e9FwiXV_hxLKgpnqqU0Rrw.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"“Thick” or qualitative data (1) helps organizations and their AI-solutions make better decisions by including insights about the context…","isFullContent":false},"creator":{"__ref":"User:eef05560f145"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fuxdesign.cc\u002Fhow-to-close-the-customer-data-gap-defefe559f8b","collection":{"__ref":"Collection:138adf9c44c"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":36,"isLocked":false,"firstPublishedAt":1732512399212,"latestPublishedAt":1732648586191,"pinnedAt":0,"readingTime":3.9377358490566037,"sequence":null,"isSeries":false,"uniqueSlug":"how-to-close-the-customer-data-gap-defefe559f8b"},"ImageMetadata:0*Zs_B6zDXGdgkK2jv":{"__typename":"ImageMetadata","id":"0*Zs_B6zDXGdgkK2jv","focusPercentX":null,"focusPercentY":null,"alt":null},"User:e43895122f94":{"__typename":"User","id":"e43895122f94","name":"Will Lockett","viewerEdge":{"__ref":"UserViewerEdge:userId:e43895122f94-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":true},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"wlockett.medium.com"}},"hasSubdomain":true,"username":"wlockett","bio":"Independent journalist covering global politics, climate change and technology. Get articles early at www.planetearthandbeyond.co","imageId":"1*V0qWMQ8V5_NaF9yUoHAdyg.jpeg","membership":{"__ref":"Membership:362701ef-517e-4447-8270-6b8f2fb28dad"}},"Collection:661161fab0d0":{"__typename":"Collection","id":"661161fab0d0","slug":"predict","name":"Predict","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:661161fab0d0-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"where the future is written","subscriberCount":49708,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*EetZyjDw-19wRRBzc6fSMA.png"}},"UserViewerEdge:userId:e43895122f94-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:e43895122f94-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:661161fab0d0-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:661161fab0d0-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:362701ef-517e-4447-8270-6b8f2fb28dad":{"__typename":"Membership","tier":"MEMBER","id":"362701ef-517e-4447-8270-6b8f2fb28dad"},"ImageMetadata:1*EetZyjDw-19wRRBzc6fSMA.png":{"__typename":"ImageMetadata","id":"1*EetZyjDw-19wRRBzc6fSMA.png"},"Post:cf260ae5b2de":{"__typename":"Post","id":"cf260ae5b2de","title":"AI Has Officially Hit A Dead End","previewImage":{"__ref":"ImageMetadata:0*Zs_B6zDXGdgkK2jv"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"And the repercussions will be catastrophic.","isFullContent":false},"creator":{"__ref":"User:e43895122f94"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fpredict\u002Fai-has-officially-hit-a-dead-end-cf260ae5b2de","collection":{"__ref":"Collection:661161fab0d0"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":114},"visibility":"LOCKED","clapCount":4526,"isLocked":true,"firstPublishedAt":1731967083725,"latestPublishedAt":1731967083725,"pinnedAt":0,"readingTime":3.6452830188679246,"sequence":null,"isSeries":false,"uniqueSlug":"ai-has-officially-hit-a-dead-end-cf260ae5b2de"},"ImageMetadata:1*qp2sghBeY5nwkTzoJ7s3Ew.png":{"__typename":"ImageMetadata","id":"1*qp2sghBeY5nwkTzoJ7s3Ew.png","focusPercentX":null,"focusPercentY":null,"alt":null},"User:13c1376adc1b":{"__typename":"User","id":"13c1376adc1b","name":"Hemant Mohapatra","viewerEdge":{"__ref":"UserViewerEdge:userId:13c1376adc1b-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"MohapatraHemant","bio":"Partner @lightspeedindia (india). Previously partner @a16z, ex-Google BD, ex-AMD engineer. English lit guy at heart. Views my own. Details at www.hmohapatra.com","imageId":"0*ceWjfeRiK7RNa3lC.jpg","membership":null},"UserViewerEdge:userId:13c1376adc1b-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:13c1376adc1b-viewerId:lo_1525dbfe9ee6","isMuting":false},"Post:aa0af1969daf":{"__typename":"Post","id":"aa0af1969daf","title":"AI —The Last Employee?","previewImage":{"__ref":"ImageMetadata:1*qp2sghBeY5nwkTzoJ7s3Ew.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"How bigtech AI CAPEX spending will reshape future corporate cost structures","isFullContent":false},"creator":{"__ref":"User:13c1376adc1b"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002F@MohapatraHemant\u002Fai-the-last-employee-aa0af1969daf","collection":null,"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":2},"visibility":"PUBLIC","clapCount":39,"isLocked":false,"firstPublishedAt":1732556156556,"latestPublishedAt":1732603287092,"pinnedAt":0,"readingTime":9.762264150943397,"sequence":null,"isSeries":false,"uniqueSlug":"ai-the-last-employee-aa0af1969daf"},"ImageMetadata:1*T9b1EcUQ3p5CBv1G0mh8Og.png":{"__typename":"ImageMetadata","id":"1*T9b1EcUQ3p5CBv1G0mh8Og.png","focusPercentX":null,"focusPercentY":null,"alt":"a chubby man wearing a white shirt with a logo"},"User:f89e401e7bd0":{"__typename":"User","id":"f89e401e7bd0","name":"Simo Herold","viewerEdge":{"__ref":"UserViewerEdge:userId:f89e401e7bd0-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"simoherold.medium.com"}},"hasSubdomain":true,"username":"simoherold","bio":"a Finnish designer based in Tokyo, Japan.","imageId":"1*QbMIO7_BKeJS0gKgF32osQ@2x.jpeg","membership":{"__ref":"Membership:7fb5fca8-bc23-4c64-be2e-04b238683a13"}},"UserViewerEdge:userId:f89e401e7bd0-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:f89e401e7bd0-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:7fb5fca8-bc23-4c64-be2e-04b238683a13":{"__typename":"Membership","tier":"MEMBER","id":"7fb5fca8-bc23-4c64-be2e-04b238683a13"},"Post:574a16dd7e38":{"__typename":"Post","id":"574a16dd7e38","title":"Society drives how we build products, create brands, and design experiences","previewImage":{"__ref":"ImageMetadata:1*T9b1EcUQ3p5CBv1G0mh8Og.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"If a brand is more important than the product, then is the experience more important than the brand?","isFullContent":false},"creator":{"__ref":"User:f89e401e7bd0"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fuxdesign.cc\u002Fsociety-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38","collection":{"__ref":"Collection:138adf9c44c"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"PUBLIC","clapCount":118,"isLocked":false,"firstPublishedAt":1732542061681,"latestPublishedAt":1732542061681,"pinnedAt":1732542457596,"readingTime":10.514150943396226,"sequence":null,"isSeries":false,"uniqueSlug":"society-drives-how-we-build-products-create-brands-and-design-experiences-574a16dd7e38"},"ImageMetadata:1*0255ZpgKS9aksgJtIpt2OA.png":{"__typename":"ImageMetadata","id":"1*0255ZpgKS9aksgJtIpt2OA.png","focusPercentX":null,"focusPercentY":null,"alt":null},"User:6ecb698684cf":{"__typename":"User","id":"6ecb698684cf","name":"Elizabeth Alli","viewerEdge":{"__ref":"UserViewerEdge:userId:6ecb698684cf-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"elizabethalli","bio":"Mindful product designer and founder @DesignerUpCo School. More writings and lessons at designerup.co","imageId":"1*kZwRsqXCf_7pPWUfyKL2Uw.jpeg","membership":{"__ref":"Membership:cc43ab2ddc19"}},"Collection:eb297ea1161a":{"__typename":"Collection","id":"eb297ea1161a","slug":"prototypr","name":"Prototypr","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:eb297ea1161a-viewerId:lo_1525dbfe9ee6"},"domain":"blog.prototypr.io","description":"Prototyping, UX Design, Front-end Development and Beyond 👾 | ✍️ Write for us https:\u002F\u002Fbit.ly\u002Fapply-prototypr","subscriberCount":200455,"customStyleSheet":{"__ref":"CustomStyleSheet:42a924431daf"},"avatar":{"__ref":"ImageMetadata:1*qyQKDMMD6-X_8biF_U-N-g.png"}},"UserViewerEdge:userId:6ecb698684cf-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:6ecb698684cf-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:eb297ea1161a-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:eb297ea1161a-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:cc43ab2ddc19":{"__typename":"Membership","tier":"MEMBER","id":"cc43ab2ddc19"},"CustomStyleSheet:42a924431daf":{"__typename":"CustomStyleSheet","header":{"__typename":"HeaderStyles","backgroundImage":null},"id":"42a924431daf"},"ImageMetadata:1*qyQKDMMD6-X_8biF_U-N-g.png":{"__typename":"ImageMetadata","id":"1*qyQKDMMD6-X_8biF_U-N-g.png"},"Post:aa64d8c84c75":{"__typename":"Post","id":"aa64d8c84c75","title":"How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI","previewImage":{"__ref":"ImageMetadata:1*0255ZpgKS9aksgJtIpt2OA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"This week, I challenged myself to use Figma’s new AI features to do my product design job— here’s what happened…","isFullContent":false},"creator":{"__ref":"User:6ecb698684cf"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fblog.prototypr.io\u002Fhow-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75","collection":{"__ref":"Collection:eb297ea1161a"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":5},"visibility":"LOCKED","clapCount":779,"isLocked":true,"firstPublishedAt":1730739961469,"latestPublishedAt":1731897833048,"pinnedAt":0,"readingTime":7.116037735849057,"sequence":null,"isSeries":false,"uniqueSlug":"how-i-designed-and-built-a-working-mobile-app-in-48-hrs-using-figmas-new-ai-aa64d8c84c75"},"ImageMetadata:1*orIdniTR1tDXuIbbAUVweA.png":{"__typename":"ImageMetadata","id":"1*orIdniTR1tDXuIbbAUVweA.png","focusPercentX":null,"focusPercentY":null,"alt":null},"User:6ba3052e4215":{"__typename":"User","id":"6ba3052e4215","name":"Aymeric Augustin","viewerEdge":{"__ref":"UserViewerEdge:userId:6ba3052e4215-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"aymeric.augustin","bio":"","imageId":"2*3SmybcfUivPGaAPalx_AsA.jpeg","membership":null},"Collection:a9390fa3f292":{"__typename":"Collection","id":"a9390fa3f292","slug":"qonto-way","name":"The Qonto Way","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:a9390fa3f292-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"Stories and learnings from the team behind Qonto","subscriberCount":1830,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*62qiMixIqD-UODkXVUxPOA.png"}},"UserViewerEdge:userId:6ba3052e4215-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:6ba3052e4215-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:a9390fa3f292-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:a9390fa3f292-viewerId:lo_1525dbfe9ee6","isMuting":false},"ImageMetadata:1*62qiMixIqD-UODkXVUxPOA.png":{"__typename":"ImageMetadata","id":"1*62qiMixIqD-UODkXVUxPOA.png"},"Post:85afecc98a5c":{"__typename":"Post","id":"85afecc98a5c","title":"Innovating with Gen-AI at scale: a field guide","previewImage":{"__ref":"ImageMetadata:1*orIdniTR1tDXuIbbAUVweA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"How could we swiftly transform Qonto, a 1,600-person fintech scale-up, with Gen-AI? Here are four strategies that worked for us.","isFullContent":false},"creator":{"__ref":"User:6ba3052e4215"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fqonto-way\u002Finnovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c","collection":{"__ref":"Collection:a9390fa3f292"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":698,"isLocked":false,"firstPublishedAt":1732602840111,"latestPublishedAt":1732627201226,"pinnedAt":0,"readingTime":7.052201257861635,"sequence":null,"isSeries":false,"uniqueSlug":"innovating-with-gen-ai-at-scale-a-field-guide-85afecc98a5c"},"ImageMetadata:1*nBHTtiF40iOi4FckMkckXw.jpeg":{"__typename":"ImageMetadata","id":"1*nBHTtiF40iOi4FckMkckXw.jpeg","focusPercentX":null,"focusPercentY":null,"alt":"A sketch in blue ink of a robotic finger touching a human finger"},"User:677fcb8f826d":{"__typename":"User","id":"677fcb8f826d","name":"Andrea Grigsby","viewerEdge":{"__ref":"UserViewerEdge:userId:677fcb8f826d-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"grigsby.design","bio":"Product designer passionate about health tech. https:\u002F\u002Fwww.andreagrigsby.com\u002F","imageId":"1*K2HcGRcUmpJqD0RRummtVg.jpeg","membership":null},"UserViewerEdge:userId:677fcb8f826d-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:677fcb8f826d-viewerId:lo_1525dbfe9ee6","isMuting":false},"Post:140b0efbe6af":{"__typename":"Post","id":"140b0efbe6af","title":"Hope is not lost for human-centered AI","previewImage":{"__ref":"ImageMetadata:1*nBHTtiF40iOi4FckMkckXw.jpeg"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"How designers can lead the way in the effort to create AI for humans.","isFullContent":false},"creator":{"__ref":"User:677fcb8f826d"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fuxdesign.cc\u002Fhope-is-not-lost-for-human-centered-ai-140b0efbe6af","collection":{"__ref":"Collection:138adf9c44c"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":7},"visibility":"PUBLIC","clapCount":369,"isLocked":false,"firstPublishedAt":1732530477138,"latestPublishedAt":1732530477138,"pinnedAt":0,"readingTime":6.1745283018867925,"sequence":null,"isSeries":false,"uniqueSlug":"hope-is-not-lost-for-human-centered-ai-140b0efbe6af"},"ImageMetadata:1*ywzVlrsxOR04Css68H_iqw.png":{"__typename":"ImageMetadata","id":"1*ywzVlrsxOR04Css68H_iqw.png","focusPercentX":null,"focusPercentY":null,"alt":"A strategy consultant discussing with a robot advisor"},"User:9a0f5a3118be":{"__typename":"User","id":"9a0f5a3118be","name":"Alex Miguel Meyer","viewerEdge":{"__ref":"UserViewerEdge:userId:9a0f5a3118be-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"alexander.m.meyer","bio":"Founder of the Career Accelerator Join our free community of young (aspiring) leaders: Leadership skills & network. https:\u002F\u002Fwww.career-accelerator.io\u002Fcommunity","imageId":"2*am-VpC6-t5UPTIPzJLeooA.jpeg","membership":{"__ref":"Membership:a85693baa8d"}},"Collection:4c1db9d0f93a":{"__typename":"Collection","id":"4c1db9d0f93a","slug":"publishous","name":"Publishous","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:4c1db9d0f93a-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"The essence of life","subscriberCount":50143,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*Hj6vUEMxO2xHhofeVl7iWA.png"}},"UserViewerEdge:userId:9a0f5a3118be-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:9a0f5a3118be-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:4c1db9d0f93a-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:4c1db9d0f93a-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:a85693baa8d":{"__typename":"Membership","tier":"MEMBER","id":"a85693baa8d"},"ImageMetadata:1*Hj6vUEMxO2xHhofeVl7iWA.png":{"__typename":"ImageMetadata","id":"1*Hj6vUEMxO2xHhofeVl7iWA.png"},"Post:f6534fb5e0cf":{"__typename":"Post","id":"f6534fb5e0cf","title":"How To Solve Strategic Problems Like Top Consultants With AI","previewImage":{"__ref":"ImageMetadata:1*ywzVlrsxOR04Css68H_iqw.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"You can save days of work with these comprehensive guides, workflows, and prompts","isFullContent":false},"creator":{"__ref":"User:9a0f5a3118be"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fpublishous\u002Fhow-to-solve-strategic-problems-like-top-consultants-with-ai-f6534fb5e0cf","collection":{"__ref":"Collection:4c1db9d0f93a"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":27},"visibility":"LOCKED","clapCount":1552,"isLocked":true,"firstPublishedAt":1731592613085,"latestPublishedAt":1731592613085,"pinnedAt":0,"readingTime":16.120754716981132,"sequence":null,"isSeries":false,"uniqueSlug":"how-to-solve-strategic-problems-like-top-consultants-with-ai-f6534fb5e0cf"},"ImageMetadata:0*l9xHShDIgrYHWo2f.jpeg":{"__typename":"ImageMetadata","id":"0*l9xHShDIgrYHWo2f.jpeg","focusPercentX":null,"focusPercentY":null,"alt":null},"User:13bacb8b7481":{"__typename":"User","id":"13bacb8b7481","name":"E.R. Burgess","viewerEdge":{"__ref":"UserViewerEdge:userId:13bacb8b7481-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":true},"customDomainState":{"__typename":"CustomDomainState","live":null},"hasSubdomain":false,"username":"erburgess_AI","bio":"CEO\u002FFounder - Credtent.org, AI Product Leader, Data-Driven Content Marketer, Writer, Game & Gamification Designer (board & video)","imageId":"1*w8T_GEaoTYoADYuomtsdAg.png","membership":{"__ref":"Membership:cee584c520fc"}},"Collection:b2058b657599":{"__typename":"Collection","id":"b2058b657599","slug":"credtent-on-content","name":"Credtent on Content","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:b2058b657599-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"Credtent enables creators to exclude their work or profit from AI by setting fair licensing terms for responsible companies seeking credible, unbiased training data. This publication represents our company’s views on AI and creativity.","subscriberCount":31,"customStyleSheet":{"__ref":"CustomStyleSheet:504a0f1d60bd"},"avatar":{"__ref":"ImageMetadata:1*jv_Mci3qWjU-sKxbh591Uw.png"}},"UserViewerEdge:userId:13bacb8b7481-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:13bacb8b7481-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:b2058b657599-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:b2058b657599-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:cee584c520fc":{"__typename":"Membership","tier":"MEMBER","id":"cee584c520fc"},"ImageMetadata:1*3XPyw0iH10bJixlZ0du0Kg.png":{"__typename":"ImageMetadata","id":"1*3XPyw0iH10bJixlZ0du0Kg.png"},"CustomStyleSheet:504a0f1d60bd":{"__typename":"CustomStyleSheet","header":{"__typename":"HeaderStyles","backgroundImage":{"__ref":"ImageMetadata:1*3XPyw0iH10bJixlZ0du0Kg.png"}},"id":"504a0f1d60bd"},"ImageMetadata:1*jv_Mci3qWjU-sKxbh591Uw.png":{"__typename":"ImageMetadata","id":"1*jv_Mci3qWjU-sKxbh591Uw.png"},"Post:b0a028b8d53e":{"__typename":"Post","id":"b0a028b8d53e","title":"Facebook’s New Terms of Service — What You’re Giving Up in 2025","previewImage":{"__ref":"ImageMetadata:0*l9xHShDIgrYHWo2f.jpeg"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Did you get an email from the Zuck this morning? I did and if you’re one of the billions still roaming around the social network that…","isFullContent":false},"creator":{"__ref":"User:13bacb8b7481"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fcredtent-on-content\u002Ffacebooks-new-terms-of-service-what-you-re-giving-up-in-2025-b0a028b8d53e","collection":{"__ref":"Collection:b2058b657599"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":214,"isLocked":false,"firstPublishedAt":1732540861645,"latestPublishedAt":1732540861645,"pinnedAt":0,"readingTime":6.154088050314465,"sequence":null,"isSeries":false,"uniqueSlug":"facebooks-new-terms-of-service-what-you-re-giving-up-in-2025-b0a028b8d53e"},"ImageMetadata:1*RfVrOxzmxJamOqv-Q4oyWA.png":{"__typename":"ImageMetadata","id":"1*RfVrOxzmxJamOqv-Q4oyWA.png","focusPercentX":null,"focusPercentY":null,"alt":null},"User:389694b05f12":{"__typename":"User","id":"389694b05f12","name":"Surya Maddula","viewerEdge":{"__ref":"UserViewerEdge:userId:389694b05f12-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"suryamaddula.medium.com"}},"hasSubdomain":true,"username":"suryamaddula","bio":"17 y\u002Fo • Whisperwave • Backed by Microsoft • LLMs @ Columbia • Patented Innovator • Alum @ TKS •","imageId":"1*2dic6vM4ep5f1ApBwSX_DA.jpeg","membership":{"__ref":"Membership:79c4bae29348"}},"Collection:98111c9905da":{"__typename":"Collection","id":"98111c9905da","slug":"towards-artificial-intelligence","name":"Towards AI","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:98111c9905da-viewerId:lo_1525dbfe9ee6"},"domain":"pub.towardsai.net","description":"The leading AI community and content platform focused on making AI accessible to all","subscriberCount":62059,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*JyIThO-cLjlChQLb6kSlVQ.png"}},"UserViewerEdge:userId:389694b05f12-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:389694b05f12-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:98111c9905da-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:98111c9905da-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:79c4bae29348":{"__typename":"Membership","tier":"MEMBER","id":"79c4bae29348"},"ImageMetadata:1*JyIThO-cLjlChQLb6kSlVQ.png":{"__typename":"ImageMetadata","id":"1*JyIThO-cLjlChQLb6kSlVQ.png"},"Post:c9377157c538":{"__typename":"Post","id":"c9377157c538","title":"Feedback Loop Mechanisms in Retrieval Systems","previewImage":{"__ref":"ImageMetadata:1*RfVrOxzmxJamOqv-Q4oyWA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Overview: Examine systems that learn from user interactions to enhance future retrievals through feedback loops.","isFullContent":false},"creator":{"__ref":"User:389694b05f12"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fpub.towardsai.net\u002Ffeedback-loop-mechanisms-in-retrieval-systems-c9377157c538","collection":{"__ref":"Collection:98111c9905da"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"LOCKED","clapCount":220,"isLocked":true,"firstPublishedAt":1732456931048,"latestPublishedAt":1732456931048,"pinnedAt":0,"readingTime":26.762264150943395,"sequence":null,"isSeries":false,"uniqueSlug":"feedback-loop-mechanisms-in-retrieval-systems-c9377157c538"},"ImageMetadata:1*RO6ifujHfjQP9CRi_LVIww.jpeg":{"__typename":"ImageMetadata","id":"1*RO6ifujHfjQP9CRi_LVIww.jpeg","focusPercentX":null,"focusPercentY":null,"alt":null},"User:e2ae486928fa":{"__typename":"User","id":"e2ae486928fa","name":"Antony Matthews","viewerEdge":{"__ref":"UserViewerEdge:userId:e2ae486928fa-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"Antony-Matthews","bio":"Prompt Engineer since 2023, worked for 2 Big companies as their Prompt Engineer. Specialize in Custom GPTs. Follow to get the Best out of Chat GPT.","imageId":"1*W1-wG-iQ3BHa1-tjcscoEQ.png","membership":null},"Collection:78d064101951":{"__typename":"Collection","id":"78d064101951","slug":"ai-in-plain-english","name":"Artificial Intelligence in Plain English","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:78d064101951-viewerId:lo_1525dbfe9ee6"},"domain":"ai.plainenglish.io","description":"New AI, ML and Data Science articles every day. Follow to join our 3.5M+ monthly readers.","subscriberCount":13963,"customStyleSheet":{"__ref":"CustomStyleSheet:004c1b0e5ba7"},"avatar":{"__ref":"ImageMetadata:1*9zAmnK08gUCmZX7q0McVKw@2x.png"}},"UserViewerEdge:userId:e2ae486928fa-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:e2ae486928fa-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:78d064101951-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:78d064101951-viewerId:lo_1525dbfe9ee6","isMuting":false},"CustomStyleSheet:004c1b0e5ba7":{"__typename":"CustomStyleSheet","header":{"__typename":"HeaderStyles","backgroundImage":null},"id":"004c1b0e5ba7"},"ImageMetadata:1*9zAmnK08gUCmZX7q0McVKw@2x.png":{"__typename":"ImageMetadata","id":"1*9zAmnK08gUCmZX7q0McVKw@2x.png"},"Post:83f491dfbe6b":{"__typename":"Post","id":"83f491dfbe6b","title":"5 Insanely Useful Chat GPT Prompts to Finish Hours of Work in Seconds","previewImage":{"__ref":"ImageMetadata:1*RO6ifujHfjQP9CRi_LVIww.jpeg"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"These save me 20+ Hours a Week","isFullContent":false},"creator":{"__ref":"User:e2ae486928fa"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fai.plainenglish.io\u002F5-insanely-useful-chat-gpt-prompts-to-finish-hours-of-work-in-seconds-83f491dfbe6b","collection":{"__ref":"Collection:78d064101951"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":8},"visibility":"PUBLIC","clapCount":483,"isLocked":false,"firstPublishedAt":1730376215185,"latestPublishedAt":1730376215185,"pinnedAt":0,"readingTime":3.969811320754717,"sequence":null,"isSeries":false,"uniqueSlug":"5-insanely-useful-chat-gpt-prompts-to-finish-hours-of-work-in-seconds-83f491dfbe6b"},"ImageMetadata:1*jWROivxNR9ZRwiyz682fdg.png":{"__typename":"ImageMetadata","id":"1*jWROivxNR9ZRwiyz682fdg.png","focusPercentX":null,"focusPercentY":null,"alt":null},"User:4a0815ba9e91":{"__typename":"User","id":"4a0815ba9e91","name":"Kevin Gates","viewerEdge":{"__ref":"UserViewerEdge:userId:4a0815ba9e91-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"kevinagates","bio":"I’m a programmer-turned-designer who is drawn to emerging technology. I’ve worked for Google, the Obama 2012 campaign and Pivotal.","imageId":"2*2P2BHYmoE1fCy82xsxrnjQ.jpeg","membership":null},"Collection:48e972f5c24e":{"__typename":"Collection","id":"48e972f5c24e","slug":"design-bootcamp","name":"Bootcamp","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:48e972f5c24e-viewerId:lo_1525dbfe9ee6"},"domain":null,"description":"From idea to product, one lesson at a time. Bootcamp is a collection of resources and opinion pieces about UX, UI, and Product. To submit your story: https:\u002F\u002Ftinyurl.com\u002Fbootspub1","subscriberCount":66183,"customStyleSheet":{"__ref":"CustomStyleSheet:426d0afe8494"},"avatar":{"__ref":"ImageMetadata:1*_wDJs77bAPiwuAe9qOK5Zg.png"}},"UserViewerEdge:userId:4a0815ba9e91-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:4a0815ba9e91-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:48e972f5c24e-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:48e972f5c24e-viewerId:lo_1525dbfe9ee6","isMuting":false},"ImageMetadata:1*4-9DmrC4rnIYGrzHgsSmFg.png":{"__typename":"ImageMetadata","id":"1*4-9DmrC4rnIYGrzHgsSmFg.png"},"CustomStyleSheet:426d0afe8494":{"__typename":"CustomStyleSheet","header":{"__typename":"HeaderStyles","backgroundImage":{"__ref":"ImageMetadata:1*4-9DmrC4rnIYGrzHgsSmFg.png"}},"id":"426d0afe8494"},"ImageMetadata:1*_wDJs77bAPiwuAe9qOK5Zg.png":{"__typename":"ImageMetadata","id":"1*_wDJs77bAPiwuAe9qOK5Zg.png"},"Post:2ef71e85826d":{"__typename":"Post","id":"2ef71e85826d","title":"Designing serendipity","previewImage":{"__ref":"ImageMetadata:1*jWROivxNR9ZRwiyz682fdg.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Exploring the intersection of design, AI, and human curiosity","isFullContent":false},"creator":{"__ref":"User:4a0815ba9e91"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fdesign-bootcamp\u002Fdesigning-serendipity-2ef71e85826d","collection":{"__ref":"Collection:48e972f5c24e"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"PUBLIC","clapCount":88,"isLocked":false,"firstPublishedAt":1732611580104,"latestPublishedAt":1732611580104,"pinnedAt":1732611602938,"readingTime":9.39433962264151,"sequence":null,"isSeries":false,"uniqueSlug":"designing-serendipity-2ef71e85826d"},"ImageMetadata:0*GsGgqHBQlZiLSxqQ":{"__typename":"ImageMetadata","id":"0*GsGgqHBQlZiLSxqQ","focusPercentX":null,"focusPercentY":null,"alt":null},"User:7d3f5fb94faa":{"__typename":"User","id":"7d3f5fb94faa","name":"Alan Jones","viewerEdge":{"__ref":"UserViewerEdge:userId:7d3f5fb94faa-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":null},"hasSubdomain":false,"username":"alan-jones","bio":"Technology, data science and programming","imageId":"2*HltYfs1Hv4erSzMJNIMZAA.jpeg","membership":{"__ref":"Membership:6907e672dba6"}},"Collection:7f60cf5620c9":{"__typename":"Collection","id":"7f60cf5620c9","slug":"towards-data-science","name":"Towards Data Science","viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:7f60cf5620c9-viewerId:lo_1525dbfe9ee6"},"domain":"towardsdatascience.com","description":"Your home for data science & AI. The world’s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.","subscriberCount":768426,"customStyleSheet":null,"avatar":{"__ref":"ImageMetadata:1*CJe3891yB1A1mzMdqemkdg.jpeg"}},"UserViewerEdge:userId:7d3f5fb94faa-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:7d3f5fb94faa-viewerId:lo_1525dbfe9ee6","isMuting":false},"CollectionViewerEdge:collectionId:7f60cf5620c9-viewerId:lo_1525dbfe9ee6":{"__typename":"CollectionViewerEdge","id":"collectionId:7f60cf5620c9-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:6907e672dba6":{"__typename":"Membership","tier":"MEMBER","id":"6907e672dba6"},"ImageMetadata:1*CJe3891yB1A1mzMdqemkdg.jpeg":{"__typename":"ImageMetadata","id":"1*CJe3891yB1A1mzMdqemkdg.jpeg"},"Post:d6771dea9dad":{"__typename":"Post","id":"d6771dea9dad","title":"AI for BI: Building a Business Information Report with CrewAI and OpenAI","previewImage":{"__ref":"ImageMetadata:0*GsGgqHBQlZiLSxqQ"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"How to create a simple BI report directly from CSV data","isFullContent":false},"creator":{"__ref":"User:7d3f5fb94faa"},"isPublished":true,"mediumUrl":"https:\u002F\u002Ftowardsdatascience.com\u002Fai-for-bi-building-a-business-information-report-with-crewai-and-openai-d6771dea9dad","collection":{"__ref":"Collection:7f60cf5620c9"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":6},"visibility":"LOCKED","clapCount":490,"isLocked":true,"firstPublishedAt":1732276926339,"latestPublishedAt":1732276926339,"pinnedAt":0,"readingTime":12.084905660377359,"sequence":null,"isSeries":false,"uniqueSlug":"ai-for-bi-building-a-business-information-report-with-crewai-and-openai-d6771dea9dad"},"ImageMetadata:0*MIZJwZPcjzH5aePY":{"__typename":"ImageMetadata","id":"0*MIZJwZPcjzH5aePY","focusPercentX":null,"focusPercentY":null,"alt":null},"User:841a3b5d13d5":{"__typename":"User","id":"841a3b5d13d5","name":"Alden Do Rosario","viewerEdge":{"__ref":"UserViewerEdge:userId:841a3b5d13d5-viewerId:lo_1525dbfe9ee6"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"aldendorosario","bio":"CEO @ CustomGPT - https:\u002F\u002Fcustomgpt.ai - \"Top 10 Emerging Leaders in Generative AI\", GAI Insights","imageId":"1*d-NreRTsd_u3enyKgyJ_4A.png","membership":{"__ref":"Membership:fccab802dada"}},"UserViewerEdge:userId:841a3b5d13d5-viewerId:lo_1525dbfe9ee6":{"__typename":"UserViewerEdge","id":"userId:841a3b5d13d5-viewerId:lo_1525dbfe9ee6","isMuting":false},"Membership:fccab802dada":{"__typename":"Membership","tier":"MEMBER","id":"fccab802dada"},"Post:7fd6634ed7db":{"__typename":"Post","id":"7fd6634ed7db","title":"RAG as a Service : The Developer’s New Best Friend","previewImage":{"__ref":"ImageMetadata:0*MIZJwZPcjzH5aePY"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"You would never ever build your own mail server , so why build your own RAG. There is a better alternative: RAG-As-A-Service.","isFullContent":false},"creator":{"__ref":"User:841a3b5d13d5"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fai.plainenglish.io\u002Frag-as-a-service-the-developers-new-best-friend-7fd6634ed7db","collection":{"__ref":"Collection:78d064101951"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":12},"visibility":"PUBLIC","clapCount":835,"isLocked":false,"firstPublishedAt":1730943991883,"latestPublishedAt":1732302503840,"pinnedAt":0,"readingTime":6.112264150943396,"sequence":null,"isSeries":false,"uniqueSlug":"rag-as-a-service-the-developers-new-best-friend-7fd6634ed7db"},"TagViewerEdge:tagSlug:ai-viewerId:lo_1525dbfe9ee6":{"__typename":"TagViewerEdge","recommendedPostsFeed:(limit:15)":{"__typename":"TagFeedResult","items":[{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":84,"post":{"__ref":"Post:17be471bb2b1"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":107,"post":{"__ref":"Post:defefe559f8b"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":85,"post":{"__ref":"Post:cf260ae5b2de"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":84,"post":{"__ref":"Post:aa0af1969daf"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":107,"post":{"__ref":"Post:574a16dd7e38"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":85,"post":{"__ref":"Post:aa64d8c84c75"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":84,"post":{"__ref":"Post:85afecc98a5c"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":107,"post":{"__ref":"Post:140b0efbe6af"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":85,"post":{"__ref":"Post:f6534fb5e0cf"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":84,"post":{"__ref":"Post:b0a028b8d53e"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":107,"post":{"__ref":"Post:c9377157c538"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":85,"post":{"__ref":"Post:83f491dfbe6b"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":84,"post":{"__ref":"Post:2ef71e85826d"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":107,"post":{"__ref":"Post:d6771dea9dad"}},{"__typename":"TagFeedItem","feedId":"ee429612-c775-4532-b146-4b7e874ce8d3","reason":85,"post":{"__ref":"Post:7fd6634ed7db"}}]},"id":"tagSlug:ai-viewerId:lo_1525dbfe9ee6"},"Tag:ai":{"__typename":"Tag","id":"ai","normalizedTagSlug":"ai","displayTitle":"AI","postCount":429817,"followerCount":25865,"viewerEdge":{"__ref":"TagViewerEdge:tagSlug:ai-viewerId:lo_1525dbfe9ee6"},"parentTag":null},"Tag:artificial-intelligence":{"__typename":"Tag","id":"artificial-intelligence","displayTitle":"Artificial Intelligence","normalizedTagSlug":"artificial-intelligence"},"Tag:technology":{"__typename":"Tag","id":"technology","displayTitle":"Technology","normalizedTagSlug":"technology"},"Tag:machine-learning":{"__typename":"Tag","id":"machine-learning","displayTitle":"Machine Learning","normalizedTagSlug":"machine-learning"},"Tag:chatgpt":{"__typename":"Tag","id":"chatgpt","displayTitle":"ChatGPT","normalizedTagSlug":"chatgpt"},"Tag:data-science":{"__typename":"Tag","id":"data-science","displayTitle":"Data Science","normalizedTagSlug":"data-science"},"Tag:openai":{"__typename":"Tag","id":"openai","displayTitle":"OpenAI","normalizedTagSlug":"openai"},"Tag:tech":{"__typename":"Tag","id":"tech","displayTitle":"Tech","normalizedTagSlug":"tech"},"Tag:blockchain":{"__typename":"Tag","id":"blockchain","displayTitle":"Blockchain","normalizedTagSlug":"blockchain"},"Tag:business":{"__typename":"Tag","id":"business","displayTitle":"Business","normalizedTagSlug":"business"}}</script><script>window.__MIDDLEWARE_STATE__={"session":{"xsrf":""},"cache":{"cacheStatus":"HIT"}}</script><script src="https://cdn-client.medium.com/lite/static/js/manifest.aa9242f7.js"></script><script src="https://cdn-client.medium.com/lite/static/js/9865.1496d74a.js"></script><script src="https://cdn-client.medium.com/lite/static/js/main.e556b4ac.js"></script><script src="https://cdn-client.medium.com/lite/static/js/instrumentation.d9108df7.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/reporting.ff22a7a5.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5049.d1ead72d.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/4810.6318add7.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/2707.b0942613.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/9977.5b3eb23a.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/8599.1ab63137.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5250.9f9e01d2.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5787.e66a3a4d.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/2648.26563adf.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/8393.826a25fb.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/3104.c3413b66.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5642.8ad8a900.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/6834.08de95de.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/6882.628a1cdf.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/9553.1f5c3a14.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/7560.d03991bf.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/TopicPortalPage.MainContent.8c8c10e6.chunk.js"></script><script>window.main();</script><script>(function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'8e8f7bd3ecdea041',t:'MTczMjY4Mjg4My4wMDAwMDA='};var a=document.createElement('script');a.nonce='';a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();</script></body></html>