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<!doctype html><html lang="en"><head><title data-rh="true">CogX Conference Insights: The Future of AI with StabilityAI and Beyond | by Rahul Deora | Building Fynd</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="fb:app_id" content="542599432471018"/><meta data-rh="true" property="og:site_name" content="Medium"/><meta data-rh="true" property="og:type" content="article"/><meta data-rh="true" property="article:published_time" content="2023-10-13T15:45:35.513Z"/><meta data-rh="true" name="title" content="CogX Conference Insights: The Future of AI with StabilityAI and Beyond | by Rahul Deora | Building Fynd"/><meta data-rh="true" property="og:title" content="CogX Conference Insights: The Future of AI with StabilityAI and Beyond"/><meta data-rh="true" property="al:android:url" content="medium://p/c97372ba760e"/><meta data-rh="true" property="al:ios:url" content="medium://p/c97372ba760e"/><meta data-rh="true" property="al:android:app_name" content="Medium"/><meta data-rh="true" name="description" content="Explore the cutting-edge world of AI and transformational technology at the CogX Festival with me, Rahul Deora. 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gq gr"><div class="ab cb"><div class="ci bh fz ga gb gc"><div><h1 id="12a8" class="pw-post-title gs gt gu bf gv gw gx gy gz ha hb hc hd he hf hg hh hi hj hk hl hm hn ho hp hq hr hs ht hu bk" data-testid="storyTitle">CogX Conference Insights: The Future of AI with StabilityAI and Beyond</h1><div><div class="speechify-ignore ab cp"><div class="speechify-ignore bh l"><div class="hv hw hx hy hz ab"><div><div class="ab ia"><div><div class="bm" aria-hidden="false"><a href="https://rahuld3eora.medium.com/?source=post_page---byline--c97372ba760e--------------------------------" rel="noopener follow"><div class="l ib ic by id ie"><div class="l fj"><img alt="Rahul Deora" class="l fd by dd de cx" src="https://miro.medium.com/v2/resize:fill:88:88/1*yiQbwaG6UYBBeLZeDgIVLg.jpeg" width="44" height="44" loading="lazy" data-testid="authorPhoto"/><div class="if by l dd de fs n ig ft"></div></div></div></a></div></div><div class="ih ab fj"><div><div class="bm" aria-hidden="false"><a 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class="bf b bg z jf jg jh ji jj jk jl jm bk">Building Fynd</p></a></div></div></div><div class="h k"><span class="ir is" aria-hidden="true"><span class="bf b bg z du">·</span></span></div></div><span class="bf b bg z du"><div class="ab ae"><span data-testid="storyReadTime">5 min read</span><div class="jn jo l" aria-hidden="true"><span class="l" aria-hidden="true"><span class="bf b bg z du">·</span></span></div><span data-testid="storyPublishDate">Oct 11, 2023</span></div></span></div></span></div></div></div><div class="ab cp jp jq jr js jt ju jv jw jx jy jz ka kb kc kd ke"><div class="h k w fg fh q"><div class="ku l"><div class="ab q kv kw"><div class="pw-multi-vote-icon fj je kx ky kz"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerClapButton" 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nd ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx my"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/1*RgrZBjFRNwvfrQ_0HbMyPw.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="525" loading="eager" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">Conference Venue Photo: Magazine London, O2</figcaption></figure><p id="623a" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">Recently, I had the distinct opportunity to attend the <a class="af om" href="https://www.cogxfestival.com/" rel="noopener ugc nofollow" target="_blank">CogX Festival</a> at London’s O2 Arena, a premier event focusing on AI and transformational technology. The festival was a vibrant hub of innovative ideas, featuring discussions on the latest advancements in AI with notable figures like Yuval Noah Harari and Jürgen Schmidhuber.</p><p id="94a7" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">Representing <a class="af om" href="http://fynd.com" rel="noopener ugc nofollow" target="_blank">Fynd</a> and <a class="af om" href="http://pixelbin.io" rel="noopener ugc nofollow" target="_blank">PixelBin</a>, I was fortunate to be selected for a <a class="af om" href="https://stabilityaicogx.splashthat.com/" rel="noopener ugc nofollow" target="_blank">3-day Research Program</a> organized by <a class="af om" href="https://stability.ai/" rel="noopener ugc nofollow" target="_blank">StabilityAI</a>, which allowed me to attend some of StabilityAI’s exclusive events. Here’s a detailed look into some of the standout sessions and discussions.</p><h1 id="b9f4" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk"><strong class="al">The StabilityAI Pavilion</strong></h1><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx pl"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/1*SizcrMv3TcT6WFFTmbHRQg.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="934" loading="lazy" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">StabilityAI Pavilion</figcaption></figure><p id="de9f" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">The StabilityAI Pavilion was a visual treat. StabilityAI had created a section in the Magazine London building for their program. Adorned with multiple screens displaying images and videos generated using Stable Diffusion, it also featured iPads that allowed attendees to interact with StabilityAI’s products on their ClipDrop platform. The vibrant setup exuded a futuristic ambiance, setting it apart from the rest of the venue.</p><figure class="pm pn po pp pq ne"><div class="pr jf l fj"><div class="ps pt l"></div></div></figure><h1 id="933c" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk">State of AI by Tom Mason</h1><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx my"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*IXKV822FWFL575GWP7gL5A.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*IXKV822FWFL575GWP7gL5A.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/1*IXKV822FWFL575GWP7gL5A.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/1*IXKV822FWFL575GWP7gL5A.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/1*IXKV822FWFL575GWP7gL5A.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/1*IXKV822FWFL575GWP7gL5A.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/1*IXKV822FWFL575GWP7gL5A.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/1*IXKV822FWFL575GWP7gL5A.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="525" loading="lazy" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">Tom Mason, CTO, StabilityAI</figcaption></figure><p id="9879" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">StabilityAI’s CTO, <a class="af om" href="https://twitter.com/nin_artificial" rel="noopener ugc nofollow" target="_blank">Tom Mason</a>, delivered a birds-eye talk on the exponential growth of the Stable Diffusion repository and community. He provided insights into the diverse applications people were developing and the increasing number of apps integrating Stable Diffusion. Mason touched upon its use in various sectors like fashion, movies, and editing. He also delved into other modalities that they are currently exploring, such as language, audio, and video. He shared his insights on how the world will evolve as AI tools advance, with StabilityAI poised to be at the forefront of this innovation.</p><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx pu"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*6dz0HxMpkkDo8zF0OSdolQ.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*6dz0HxMpkkDo8zF0OSdolQ.png 640w, https://miro.medium.com/v2/resize:fit:720/1*6dz0HxMpkkDo8zF0OSdolQ.png 720w, https://miro.medium.com/v2/resize:fit:750/1*6dz0HxMpkkDo8zF0OSdolQ.png 750w, https://miro.medium.com/v2/resize:fit:786/1*6dz0HxMpkkDo8zF0OSdolQ.png 786w, https://miro.medium.com/v2/resize:fit:828/1*6dz0HxMpkkDo8zF0OSdolQ.png 828w, https://miro.medium.com/v2/resize:fit:1100/1*6dz0HxMpkkDo8zF0OSdolQ.png 1100w, https://miro.medium.com/v2/resize:fit:1400/1*6dz0HxMpkkDo8zF0OSdolQ.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="737" loading="lazy" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">Rahul Deora, ML Lead, Fynd and Emad Mostaque, CEO, StabilityAI</figcaption></figure><p id="5b88" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">StabilityAI’s CEO, <a class="af om" href="https://twitter.com/EMostaque" rel="noopener ugc nofollow" target="_blank">Emad Mostaque</a>, also came to the pavilion to attend the talk. He provided insights about why he is so committed to open-source and expressed his enthusiasm for the progress of new modalities. Mostaque believes that the evolution from image-based models to audio and video will significantly influence society. He also emphasized the importance of hardware, particularly high-grade GPUs, and shared StabilityAI’s strategy in this domain.</p><h1 id="ca61" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk">Enhancing Human-Computer Interaction: The Role of Large Language Models in Natural Dialogue Systems</h1><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx pv"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*meWC-7uJLbW3zO8tYmC6pw.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*meWC-7uJLbW3zO8tYmC6pw.png 640w, https://miro.medium.com/v2/resize:fit:720/1*meWC-7uJLbW3zO8tYmC6pw.png 720w, https://miro.medium.com/v2/resize:fit:750/1*meWC-7uJLbW3zO8tYmC6pw.png 750w, https://miro.medium.com/v2/resize:fit:786/1*meWC-7uJLbW3zO8tYmC6pw.png 786w, https://miro.medium.com/v2/resize:fit:828/1*meWC-7uJLbW3zO8tYmC6pw.png 828w, https://miro.medium.com/v2/resize:fit:1100/1*meWC-7uJLbW3zO8tYmC6pw.png 1100w, https://miro.medium.com/v2/resize:fit:1400/1*meWC-7uJLbW3zO8tYmC6pw.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="780" loading="lazy" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">LLM History Talk</figcaption></figure><p id="c317" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">The CarperAI team from StabilityAI, which specializes in large language models (LLMs) like StableLM, spoke about the history of language modeling and where it is headed. They traced the evolution of transformers and discussed the shifts in architecture and training methodologies. The team shared technical details behind the creation of StabilityAI’s open-source StableLM, including aspects like RLHF, Vicuna, LoRA Training, and SwiGLU.</p><h1 id="1400" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk">Future of Script Writing with storia.ai</h1><p id="72f9" class="pw-post-body-paragraph no np gu nq b nr pw nt nu nv px nx ny nz py ob oc od pz of og oh qa oj ok ol gn bk">There was a talk by <a class="af om" href="https://www.storia.ai/" rel="noopener ugc nofollow" target="_blank">storia.ai</a> CEO <a class="af om" href="https://twitter.com/juliarturc" rel="noopener ugc nofollow" target="_blank">Julia Turc</a> on how AI is making a significant impact on scriptwriting. She showcased an upcoming version of their platform that empowers users to craft intricate characters and narratives using their language model. The emphasis was on ensuring consistency and long-range dependency in storytelling and the techniques they employ to achieve this. The talk was very interesting, but personally, I don’t think these platforms will become mainstream until text-to-video becomes significantly better.</p><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx my"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/1*h3lTz0JZQaL3Kp7BAh9jlw.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="525" loading="lazy" role="presentation"/></picture></div></div></figure><h2 id="f0b5" class="qb oo gu bf op qc qd dy ot qe qf ea ox nz qg qh qi od qj qk ql oh qm qn qo qp bk">StabilityAI Networking Event</h2><p id="5c78" class="pw-post-body-paragraph no np gu nq b nr pw nt nu nv px nx ny nz py ob oc od pz of og oh qa oj ok ol gn bk">At the networking event arranged for the StabilityAI team, research program members, visiting researchers, and entrepreneurs, some of us got into technical discussions about the latest models. This turned out to be quite a productive brainstorming session, with discussions on how Stable Diffusion had evolved from image generation to image editing and some new research techniques recently released.</p><p id="ccae" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">We also discussed the SDEdit framework and its various applications, especially in the newly released Stable Diffusion XL to enhance image generation.</p><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx qq"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 640w, https://miro.medium.com/v2/resize:fit:720/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 720w, https://miro.medium.com/v2/resize:fit:750/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 750w, https://miro.medium.com/v2/resize:fit:786/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 786w, https://miro.medium.com/v2/resize:fit:828/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 828w, https://miro.medium.com/v2/resize:fit:1100/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 1100w, https://miro.medium.com/v2/resize:fit:1400/1*6-YxtdxJ9Q-XTsOEOlkDnA.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="210" loading="lazy" role="presentation"/></picture></div></div></figure><p id="1c4d" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">And on approaches for text-based editing of images, like Prompt2Prompt and InstructPix2Pix.</p><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx qr"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*UjUbNpu542I_OnI7bCeT6A.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*UjUbNpu542I_OnI7bCeT6A.png 640w, https://miro.medium.com/v2/resize:fit:720/1*UjUbNpu542I_OnI7bCeT6A.png 720w, https://miro.medium.com/v2/resize:fit:750/1*UjUbNpu542I_OnI7bCeT6A.png 750w, https://miro.medium.com/v2/resize:fit:786/1*UjUbNpu542I_OnI7bCeT6A.png 786w, https://miro.medium.com/v2/resize:fit:828/1*UjUbNpu542I_OnI7bCeT6A.png 828w, https://miro.medium.com/v2/resize:fit:1100/1*UjUbNpu542I_OnI7bCeT6A.png 1100w, https://miro.medium.com/v2/resize:fit:1400/1*UjUbNpu542I_OnI7bCeT6A.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="216" loading="lazy" role="presentation"/></picture></div></div></figure><p id="db41" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">One major point of discussion was also the addition of vision transformer blocks in SDXL and what role self-attention would play in the context of image and video generation. We all agreed that self-attention would have a much bigger impact on videos where long-range dependencies need to be continually accounted for.</p><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx qs"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*5s_60czTMZBdKoW9rdceSQ.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*5s_60czTMZBdKoW9rdceSQ.png 640w, https://miro.medium.com/v2/resize:fit:720/1*5s_60czTMZBdKoW9rdceSQ.png 720w, https://miro.medium.com/v2/resize:fit:750/1*5s_60czTMZBdKoW9rdceSQ.png 750w, https://miro.medium.com/v2/resize:fit:786/1*5s_60czTMZBdKoW9rdceSQ.png 786w, https://miro.medium.com/v2/resize:fit:828/1*5s_60czTMZBdKoW9rdceSQ.png 828w, https://miro.medium.com/v2/resize:fit:1100/1*5s_60czTMZBdKoW9rdceSQ.png 1100w, https://miro.medium.com/v2/resize:fit:1400/1*5s_60czTMZBdKoW9rdceSQ.png 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="348" loading="lazy" role="presentation"/></picture></div></div></figure><h1 id="c5ee" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk">DeepFloyd</h1><figure class="pm pn po pp pq ne mw mx paragraph-image"><div role="button" tabindex="0" class="nf ng fj nh bh ni"><div class="mw mx my"><picture><source srcSet="https://miro.medium.com/v2/resize:fit:640/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/format:webp/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px" type="image/webp"/><source data-testid="og" srcSet="https://miro.medium.com/v2/resize:fit:640/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 640w, https://miro.medium.com/v2/resize:fit:720/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 720w, https://miro.medium.com/v2/resize:fit:750/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 750w, https://miro.medium.com/v2/resize:fit:786/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 786w, https://miro.medium.com/v2/resize:fit:828/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 828w, https://miro.medium.com/v2/resize:fit:1100/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 1100w, https://miro.medium.com/v2/resize:fit:1400/1*MVkw0QkrsiHBWqiBRhh3Ug.jpeg 1400w" sizes="(min-resolution: 4dppx) and (max-width: 700px) 50vw, (-webkit-min-device-pixel-ratio: 4) and (max-width: 700px) 50vw, (min-resolution: 3dppx) and (max-width: 700px) 67vw, (-webkit-min-device-pixel-ratio: 3) and (max-width: 700px) 65vw, (min-resolution: 2.5dppx) and (max-width: 700px) 80vw, (-webkit-min-device-pixel-ratio: 2.5) and (max-width: 700px) 80vw, (min-resolution: 2dppx) and (max-width: 700px) 100vw, (-webkit-min-device-pixel-ratio: 2) and (max-width: 700px) 100vw, 700px"/><img alt="" class="bh md nj c" width="700" height="525" loading="lazy" role="presentation"/></picture></div></div><figcaption class="nk ff nl mw mx nm nn bf b bg z du">DeepFloyd presentation</figcaption></figure><p id="76e7" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">There was a talk by researchers from StabilityAI’s DeepFloyd project, Mikhail Konstantinov and Daria Bakshandaeva. They went in-depth on their approach and how their model is different from Stable Diffusion with an emphasis on their use of an LLM to encode the text prompt rather than CLIP. They also explained their approach of gradually increasing the dimension of the latent space in which diffusion occurs for more detailed generations. They showed various examples of how their model is equipped to follow the prompt closely and generate text in images with much higher fidelity.</p><p id="8f78" class="pw-post-body-paragraph no np gu nq b nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok ol gn bk">Many ideas from here were quite relevant to the problems we were facing at Fynd, and after the talk, we had a discussion on Fynd’s products. Coincidentally, they had used some of our products, like <a class="af om" href="https://www.erase.bg/" rel="noopener ugc nofollow" target="_blank">Erase.bg</a> and <a class="af om" href="https://www.upscale.media/" rel="noopener ugc nofollow" target="_blank">Upscale.media</a>, and had a productive discussion of our roadmap and how we can improve our systems.</p><h1 id="7742" class="on oo gu bf op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi pj pk bk">Conclusion</h1><p id="ad7c" class="pw-post-body-paragraph no np gu nq b nr pw nt nu nv px nx ny nz py ob oc od pz of og oh qa oj ok ol gn bk">I had an amazing time at the conference and got a lot of insights on where AI is headed. I met many people who were passionate about building AI, and that invigorated my sense of passion as well. The talks and discussions were engaging and well-structured, and the people I met were equally interesting. I extend my gratitude to StabilityAI and Fynd for their support and look forward to attending future editions of this conference.</p></div></div></div></div></section></div></div></article></div><div class="ab cb"><div class="ci bh fz ga gb gc"><div class="qt qu ab ja"><div class="qv ab"><a class="qw ay am ao" href="https://medium.com/tag/ai?source=post_page-----c97372ba760e--------------------------------" rel="noopener follow"><div class="qx fj cx qy ge qz ra bf b bg z bk rb">AI</div></a></div><div class="qv ab"><a class="qw ay am ao" href="https://medium.com/tag/stability-ai?source=post_page-----c97372ba760e--------------------------------" rel="noopener follow"><div class="qx fj cx qy ge qz ra bf b bg z bk rb">Stability Ai</div></a></div><div class="qv ab"><a class="qw ay am ao" href="https://medium.com/tag/stable-diffusion?source=post_page-----c97372ba760e--------------------------------" rel="noopener follow"><div class="qx fj cx qy ge qz ra bf b bg z bk rb">Stable Diffusion</div></a></div><div class="qv ab"><a class="qw ay am ao" href="https://medium.com/tag/large-language-models?source=post_page-----c97372ba760e--------------------------------" rel="noopener follow"><div class="qx fj cx qy ge qz ra bf b bg z bk rb">Large Language Models</div></a></div></div></div></div><div class="l"></div><footer class="rc rd re rf rg rh ri rj rk ab q rl ik c"><div class="l ae"><div class="ab cb"><div class="ci bh fz ga gb gc"><div class="ab cp rm"><div class="ab q kv"><div class="rn l"><span class="l ro rp rq e d"><div class="ab q kv kw"><div class="pw-multi-vote-icon fj je kx ky kz"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="footerClapButton" 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