Safety Critical AI - Partnership on AI

<!doctype html> <html lang="en-US"> <head> <meta charset="utf-8"> <meta http-equiv="x-ua-compatible" content="ie=edge"> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> <script data-cookieconsent="ignore"> window.dataLayer = window.dataLayer || []; function gtag() { dataLayer.push(arguments); } gtag("consent", "default", { ad_user_data: "denied", ad_personalization: "denied", ad_storage: "denied", analytics_storage: "denied", functionality_storage: "denied", personalization_storage: "denied", security_storage: "granted", wait_for_update: 500, }); gtag("set", "ads_data_redaction", true); </script> <script type="text/javascript" id="Cookiebot" src="https://consent.cookiebot.com/uc.js" data-implementation="wp" data-cbid="a1f40504-79e7-4037-bfb8-f0697e4bbc9d" data-blockingmode="auto" ></script> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style> <meta name="dlm-version" content="5.0.21">  <script data-cfasync="false" data-pagespeed-no-defer> var gtm4wp_datalayer_name = "dataLayer"; var dataLayer = dataLayer || []; </script>   <title>Safety Critical AI - Partnership on AI</title> <link rel="canonical" href="https://partnershiponai.org/program/safety-critical-ai/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="Safety Critical AI - Partnership on AI" /> <meta property="og:url" content="https://partnershiponai.org/program/safety-critical-ai/" /> <meta property="og:site_name" content="Partnership on AI" /> <meta property="article:modified_time" content="2024-07-19T17:31:15+00:00" /> <meta name="twitter:card" content="summary_large_image" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"WebPage","@id":"https://partnershiponai.org/program/safety-critical-ai/","url":"https://partnershiponai.org/program/safety-critical-ai/","name":"Safety Critical AI - Partnership on AI","isPartOf":{"@id":"https://partnershiponai.org/#website"},"datePublished":"2022-07-28T14:26:48+00:00","dateModified":"2024-07-19T17:31:15+00:00","breadcrumb":{"@id":"https://partnershiponai.org/program/safety-critical-ai/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://partnershiponai.org/program/safety-critical-ai/"]}]},{"@type":"BreadcrumbList","@id":"https://partnershiponai.org/program/safety-critical-ai/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://partnershiponai.org/"},{"@type":"ListItem","position":2,"name":"Safety Critical AI"}]},{"@type":"WebSite","@id":"https://partnershiponai.org/#website","url":"https://partnershiponai.org/","name":"Partnership on AI","description":"Bringing together diverse voices from across the AI Community","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://partnershiponai.org/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}</script>  <link rel='dns-prefetch' href='//cdnjs.cloudflare.com' /> <link rel='dns-prefetch' href='//maps.googleapis.com' /> <link rel='dns-prefetch' href='//unpkg.com' /> <link rel='stylesheet' id='wp-block-library-css' href='https://partnershiponai.org/wp-includes/css/dist/block-library/style.min.css?ver=6.7.1' type='text/css' media='all' /> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(body) { margin: 0; }.wp-site-blocks > .alignleft { float: left; margin-right: 2em; }.wp-site-blocks > .alignright { float: right; margin-left: 2em; }.wp-site-blocks > .aligncenter { justify-content: center; margin-left: auto; margin-right: auto; }:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}.is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){margin-left: auto !important;margin-right: auto !important;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}body{padding-top: 0px;padding-right: 0px;padding-bottom: 0px;padding-left: 0px;}a:where(:not(.wp-element-button)){text-decoration: underline;}:root :where(.wp-element-button, .wp-block-button__link){background-color: #32373c;border-width: 0;color: #fff;font-family: inherit;font-size: inherit;line-height: inherit;padding: calc(0.667em + 2px) calc(1.333em + 2px);text-decoration: none;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='contact-form-7-css' href='https://partnershiponai.org/wp-content/plugins/contact-form-7/includes/css/styles.css?ver=6.0.3' type='text/css' media='all' /> <link rel='stylesheet' id='frst2021/main.css-css' href='https://partnershiponai.org/wp-content/themes/fr-starter-theme/dist/styles/main_cefd6811.css' type='text/css' media='all' /> <script type="text/javascript" src="https://maps.googleapis.com/maps/api/js?key=AIzaSyBcjDmZV6NsZ-VNZ3gQmr7flzh8i67eYdQ&ver=6.7.1" id="gmap-js"></script> <script type="text/javascript" src="https://unpkg.com/just-validate@latest/dist/just-validate.production.min.js?ver=6.7.1" id="just-validate-js"></script>   <script data-cfasync="false" data-pagespeed-no-defer type="text/javascript"> var dataLayer_content = {"visitorLoginState":"logged-out","visitorType":"visitor-logged-out","pagePostType":"program","pagePostType2":"single-program","pagePostAuthor":"Penelope Sosa","pagePostDate":"July 28, 2022","pagePostDateYear":2022,"pagePostDateMonth":7,"pagePostDateDay":28,"pagePostDateDayName":"Thursday","pagePostDateHour":14,"pagePostDateMinute":26,"pagePostDateIso":"2022-07-28T14:26:48-05:00","pagePostDateUnix":1659018408,"pagePostTerms":{"meta":{"inline_featured_image":0,"full_text_search":"Safety Critical AI Sign-up to receive updates on this and other PAI Programs. overview Given AI’s potential for misuse, how do we develop and deploy algorithmic systems responsibly? Forecast future risks Develop best practices Improve preparedness Create foundations for governance Increasingly, AI systems are being deployed in contexts where safety risks can have widespread consequences, including medicine, finance, transportation, and social media. This makes anticipating and mitigating such risks — in both the near and long term — an urgent societal need. Our Safety Critical AI Program convenes Partners and other stakeholders to develop best practices that can help us avert likely accidents, misuses, and unintended consequences of AI technologies. We don’t have to wait for such incidents to arise. As our work shows, precaution can be taken as early as the research stage to ensure the development of safe AI systems. impact Impact PAI’s Guidance for Safe Foundation Model Deployment Framework PAI Staff ourwork Our Safety-Critical AI Work The Safety Critical AI Program has developed norms for responsible publication of AI research, supported the launch of the AI Incident Database, and created SafeLife, a novel AI learning environment for training non-destructive agents. In 2021, PAI released the white paper “Managing the Risks of AI Research,” offering six recommendations for anticipating potential harms when publishing AI research. Following its publication, Nature Machine Intelligence published an editorial endorsing the paper’s recommendations. More recently, Meta AI was informed by and cited the white paper in the release of their large language model OPT-175B. In 2022, PAI partnered with CIFAR and the Ada Lovelace Institute to bring together recent ML conference organizers and AI ethics researchers to consider how existing ethics review practices like impact statements are faring. “A Culture of Ethical AI,” a report co-authored by all three organizations, synthesizes insights gathered from this convening. updates Updates & Media Coverage PAI Is Collaboratively Developing Shared Protocols for Large-Scale AI Model Safety Blog Safety Critical AI PAI Staff Much to discuss in AI ethics Editorial Publication Norms For Responsible AI Nature Machine Intelligence Advancing ethics review practices in AI research Comment Publication Norms For Responsible AI Nature Machine Intelligence How AI Conferences Can Foster a Responsible Research Culture Blog Publication Norms For Responsible AI PAI Staff Studying AI Explanations to Improve Healthcare for Underserved Communities Blog Explainable AI in Practice Ana Lucic Responsible AI Research with Madhulika Srikumar Podcast Publication Norms For Responsible AI Machine Ethics Podcast Responsibility, Risk, and Publishing Podcast Publication Norms For Responsible AI Talking Machines How to be responsible in AI publication News Publication Norms For Responsible AI Nature Machine Intelligence Should all AI research be published? Podcast Publication Norms For Responsible AI Jeremie Harris What Responsible AI Can Learn From the Race to Fix Meltdown and Spectre Blog Publication Norms For Responsible AI PAI Staff Navigating the Broader Impacts of AI Research: Workshop at NeurIPS 2020 Blog Publication Norms For Responsible AI Rosie Campbell What the AI Community Can Learn From Sneezing Ferrets and a Mutant Virus Debate Blog Publication Norms For Responsible AI PAI Staff When AI Systems Fail: Introducing the AI Incident Database Blog AI Incidents Database Sean Mcgregor Introducing the SafeLife Leaderboard: A Competitive Benchmark for Safer AI Blog SafeLife: AI Safety In Complex Environments Carroll Wainwright Multistakeholder Approaches to Explainable Machine Learning Blog Explainable AI In Practice PAI Staff Explainable AI in Practice Falls Short of Transparency Goals Blog Explainable AI In Practice PAI Staff steerco Steering Committee programworkstream Program Workstreams","program_term_id":293,"author":""}}}; dataLayer.push( dataLayer_content ); </script> <script data-cfasync="false"> (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= '//www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-NJM6QZFH'); </script> <meta name="twitter:label1" content="Written by"><meta name="twitter:data1" content=""><style type="text/css">.recentcomments a{display:inline !important;padding:0 !important;margin:0 !important;}</style><link rel="icon" href="https://partnershiponai.org/wp-content/uploads/2021/08/PAI-Favicon.png" sizes="32x32" /> <link rel="icon" href="https://partnershiponai.org/wp-content/uploads/2021/08/PAI-Favicon.png" sizes="192x192" /> <link rel="apple-touch-icon" href="https://partnershiponai.org/wp-content/uploads/2021/08/PAI-Favicon.png" /> <meta name="msapplication-TileImage" content="https://partnershiponai.org/wp-content/uploads/2021/08/PAI-Favicon.png" /> <style type="text/css" id="wp-custom-css"> .accordion-header {line-height: 1.3em; padding-top: 0.3em;} .accordion-content {padding-top: 1em;} /* general site styles */ blockquote { font-family: Literata; font-weight: 300; font-size: 1.5em; font-style: italic; line-height: 1.2em; text-align: center; color: #ba5a4b; padding: 1em 1em 1em 1.5em; } .extrabold {font-weight: 900;} .billboard {background-color: #0757c3; padding: 2em; border-radius: 20px; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1); } img.rounded {border-radius: 50px; } .smallcaps {text-transform: uppercase; font-size: 0.8em; letter-spacing: 0.05em; line-height: 1.2em; font-weight: 500; } .smalltext { font-size: 0.8em; font-weight: 400; } .bluehead {color: #0757c3; margin-top: -0.75em; margin-bottom: 0em; } .footnote {font-size: 0.8em; color: #4E5050; } .h7 {color: #0757c3; font-size: 1em; text-transform: uppercase; letter-spacing: 0.1em; font-weight: 800; } .h8 {color: #0757c3; font-size: 0.8em; text-transform: uppercase; letter-spacing: 0.1em; font-weight: 700; } .content li {padding-bottom: 0.2em; padding-left: 0.3em;} .topline { border-style: solid none none none; border-color: #000; border-width: 1px; margin: 2em 0 0 0; padding: 2em 0 0 0; } hr.white { height: 1px; background-color: #FFF; border: none; } .centerblurb {padding: 0 1em 0 1em; text-align: center;} .align-middle { line-height: 40px; height: 40px; border: 1px solid green; } .align-middle p { line-height: 1.5; display: inline-block; vertical-align: middle;); } /* Deployment Guidelines */ .decision { display: inline-block; background-color: white; -moz-border-radius: 10px; border-radius: 10px; padding: 10px 10px 10px 15px; margin: 0px 10px 30px 0px; } .numberdot {display: inline-block; height: 60px; width: 60px; line-height: 60px; -moz-border-radius: 50%; border-radius: 50%; background-color: #1249d3; color: white; text-align: center; vertical-align: middle; font-size: 45px; font-weight: 900; margin: 20px 10px 20px 0px; } .bottomzero {margin-bottom: 0px;} .commentnote { color: #fff; padding: 10px 20px 15px 20px; background-color: #071d49; border-radius: 10px; margin: 2em 0px 3em 0px; } .commentnote a:link { color: #ec9982 !important; } h1.protocols {font-size: 4.5em !important; font-weight: 100;} .icon-text {text-transform: uppercase; font-size: 0.8em; letter-spacing: 0.05em; font-weight: 600; padding: 0 1.5em 0 1.5em; text-align: center; } .protocolsquote {font-size: 1.3em; font-weight: 300; margin: 2em 0 -0.5em 0; text-indent: -0.3em; } /* vertical timeline */ ul.dotline{ list-style: none; margin: 1em 0 0 2.5em; padding:0 0 0 5em; position: relative; } ul.dotline li{ list-style: none; position: relative; padding: 0 0 0 0; margin: 0 10px 30px 0; line-height: 1.3em; &:before{ content:""; display: inline-block; width: 14px; height: 14px; background: #0757c3; position: absolute; left:-28px; top:5px; border-radius: 10px; } &:after{ content:""; display: inline-block; width: 2px; background: #0757c3; position: absolute; left:-22px; top:19px; height: calc(100% + 20px ); } &:last-child:after { width: 0px; } } ul.dotline li.blackdot{ list-style: none; position: relative; padding: 0 0 0 0; margin: 0 10px 30px 0; line-height: 1.3em; &:before{ content:""; display: inline-block; width: 14px; height: 14px; background: #000; position: absolute; left:-28px; top:10px; border-radius: 0px; } &:after{ content:""; display: inline-block; width: 2px; background: #0757c3; position: absolute; left:-22px; top:24px; height: calc(100% + 20px ); } &:last-child:after { width: 0px; } } ul.dotline li.nodot{ list-style: none; position: relative; padding: 0; margin: 0 10px 10px 0; line-height: 1.3em; &:before{ content:""; display: inline-block; width: 2px; height: 14px; background: #0757c3; position: absolute; left:-22px; top:5px; } } .dotline a {text-decoration: none; font-size: 0.9em;} /* Forum event styles */ .padded {padding-bottom: 5em; } .lineabove { font-size: 1.8em; font-weight: 600; border-style: solid none none none; border-color: #000; border-width: 1px; margin: 0.6em 0 0 0; padding: 0.5em 0 0 0; } .forumtime {font-weight: bold; font-size: 1.1em; line-height: 1.3em; padding: 1.9rem 0 0 0.4em; } .forumlocation { margin: 0.4em 0 0.4em 0; background-color: white; color: #18181a; text-decoration: none; } .forumname {font-size: 1.8em; font-weight: 200; margin: 1rem 0 0.3em 0; line-height:1.1em; } .forumname-eyebrow {color: #0757c3; font-size: 1em; text-transform: uppercase; letter-spacing: 0.1em; font-weight: 900; margin: 1.75rem 0 -0.25em 0; } .forumevent { padding: 0 0 1em 0; } .speakerbox { margin: -10px 0 -10px 0; } .headshot { display: inline-block; border-radius: 50%; width: 100px; height: 100px; margin: 1em 0 0 0 } p.headshottext { display: block; margin-top: -1rem; font-size: 0.9em; line-height: 1.2em; } .forumlocation, .redpill, .zoompill { font-weight: 600; text-transform: uppercase; letter-spacing: 0.05rem; font-size: 0.8em; line-height: 1em; padding: 4px 10px ; border-radius: 15px; margin: 0 10px 20px 0; display: inline-block; } .redpill {background-color: #df8270; color: white; } .zoompill {background-color: #0757c3; border-radius: 15px; color: white; text-decoration: none; } a.zoompill:hover { background-color: #1f3a9b; color: white; } td.leftedge, td.rightedge {border-style: none none none solid; border-color: white; border-width: 4px; } td.leftedge {border-style: none none none solid; } td.rightedge {border-style: none solid none none; } /* override fonts */ .literata {font-family: "Literata"; } .karla { font-family: "Karla"; } /* Contact form iframe */ .embed-container { position: relative; padding-bottom: 70.75%; height: 0; overflow: hidden; } .embed-container iframe { position: absolute; top:0; left: 0; width: 100%; height: 100%; } /* AR21 annual report */ .AR21-gianthead { font-size: 6em; } .AR21-bigtext { font-size: 1.8em; font-weight: 200; } .AR21-smalltext { font-size: 1.2em; font-weight: 300; } .whitetext { color: white; !important } a.coraltext:link, a.coraltext:hover, a.coraltext:active, a.coraltext:visited { color: #ec9982;} .coraltext { color: #ec9982; } .lightbluetext { color: #6490e8; } /* AR22 annual report */ .literata-text {font-family: "Literata", Serif; line-height: 1rem;} .bigquote {font-family: "Literata", Serif; font-style: italic; font-weight: 100; font-size: 2em; line-height:1.8em; color: #0757c3; text-align: center; margin-bottom: 1rem; } .smallquote {font-family: "Literata", Serif; font-style: italic; font-weight: 100; font-size: 1.5em; line-height: 1.8em; color: #19191A; text-align: left; margin-bottom: 3rem; text-indent: -1rem;} /* AR23 annual report */ .h3-ar23 { font-family: "Literata", Serif; font-weight: 600; line-height: 1.2em; padding-bottom: 1.3em; } h6.ar23 { padding-top: 0.6em; } .datanumber-green, .datanumber-red, .datanumber-blue, .datanumber-gray {font-family: Karla; font-weight: 900; font-size: 2.5em; margin-bottom: -0.3em;} .datanumber-green, .greentext {color: #00a193; } .datanumber-red, .redtext {color: #ba5a4b; } .datanumber-blue, .bluetext {color: #0757c3; } .datanumber-gray {color: #4e5050; } .datatext {font-size: 0.9em; margin-right: 1em;} .quote-ar23 {font-family: "Literata", Serif; font-style: normal; font-weight: 100; font-size: 1.2em; line-height: 1.8em; color: #0f3e9b; text-align: center; margin: 1.5rem 0 1rem 0; } .quotesource-ar23 {font-family: Karla; font-size: 0.8em; text-align: center; margin: 0rem 3rem 4rem 3rem; text-transform: uppercase; letter-spacing: 0.05em; line-height: 1em; } .circlebox {background-color: #fff; display: inline-block; border-radius: 10px; width: 300px; height: auto; margin: 100px 0 25px 0; padding: 5px 10px 5px 10px; font-size: 0.9em; line-height: 1em; vertical-align: top; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1) } .circlebox-align { display: block; margin-left: auto; margin-right: auto; width: 300px;} .circlebox-text {padding-bottom: 1em;} .circlebox a { text-decoration: none; font-weight: 800; text-transform: uppercase; letter-spacing: 0.05em; } .circlebox-img { border-radius: 50%; width: 200px; height: 200px; position: relative; left: 45px; margin: -100px 0 0 0; display: block; } ul.dotline li.year{ list-style: none; position: relative; padding: 34px 0 0 21px; margin: 50px 10px 30px -70px; line-height: 100px; background: #0757c3; width: 100px; height: 100px; border-radius: 50%; &:before{ display: none; position: absolute; } &:after{ content:""; display: inline-block; width: 2px; background: #0757c3; position: absolute; left:48px; top:90px; height: calc(100% + 20px ); } &:last-child:after { width: 0px; } } /* AR24 annual report */ h1.ar24 {font-family: "Literata", Serif; text-align: left; } h2.ar24 {font-family: "Literata", Serif !important; text-align: left; font-weight: 600 !important; font-size: 1.8em !important; } h4.ar24 {font-size: 1.2em !important; } .literata-text {font-family: "Literata", Serif; line-height: 1rem;} .bigquote-ar24 {font-family: "Literata", Serif; font-style: italic; font-weight: 100; font-size: 2em; line-height:1.8em; color: #0757c3; text-align: center; margin-bottom: 1rem; } .quote-ar24 {font-family: "Literata", Serif; font-style: italic; font-weight: 100; font-size: 1.5em; line-height: 1.8em; color: #0757c3; text-align: left; margin: 1em 0 1rem 0; text-indent: -1rem;} .quotesource-ar24 {font-family: Karla; font-size: 0.8em; text-align: left; margin: 2rem 0 0 1rem; text-transform: uppercase; letter-spacing: 0.05em; line-height: 1.2em; } .lede-ar24 { font-size: 2.4rem !important; padding-bottom: 1em; font-weight: 200; } .linkbox-ar24 {background-color: #fff; display: inline-block; border-radius: 10px; width: 300px; height: auto; margin: 100px 0 25px 0; padding: 5px 10px 5px 10px; font-size: 0.8em; line-height: 1.3em; vertical-align: top; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1) } .linkbox-ar24-align { display: block; margin-left: auto; margin-right: auto; width: 300px;} .linkbox-ar24-text {padding-bottom: 1em;} .linkbox-ar24-title { text-decoration: none; font-weight: 800; text-transform: uppercase; letter-spacing: 0.05em; padding-bottom: 1em; } .linkbox-ar24-img { border-radius: 50%; width: 200px; height: 200px; position: relative; left: 45px; margin: -100px 0 0 0; display: block; } ol.ar24 { list-style: none; counter-reset: item; margin-left: 1em; } li.ar24 { counter-increment: item; margin-bottom: 5px; } li.ar24:before { margin-left: -2.0em; margin-right: 8px; content: counter(item); background: #28c7b2; border-radius: 50%; color: white; width: 1.5em; text-align: center; display: inline-block; } /* sign up interest box */ .signup-box { font-family: "Karla"; font-size: 0.9em; color: #4E5050; text-align: center; padding: 10px 20px 15px 20px; background-color: #d2e7f9; margin-bottom: 2em; } .signup-box:before {content: "Interested in AI topics like this? Sign up for a ";} .signup-box:after {content: " for more insights.";} /* callout boxes */ .callouthead-define, .callouthead-quickguide, .callouthead-interventions, .callouthead-questions, .callouthead-sidenote, .callouthead-actions, .callouthead-limitations, .callouthead-recommendations, .callouthead-whitenote { padding: 10px 20px 5px 20px; border-radius: 10px 10px 0px 0px; } .callouthead-define { background-color: #82b1ef; } .callouthead-quickguide { background-color: #EC9982; } .callouthead-interventions { background-color: #f2ca85; margin-top: 2em; } .callouthead-questions { background-color: #969797; color: FFF; } .callouthead-sidenote { background-color: #0757c3; color: #FFF; } .callouthead-actions { background-color: #EC9982; } .callouthead-limitations, .callouthead-recommendations { background-color: #82b1ef; } .callouthead-whitenote { background-color: #f6f6f6; font-family: "Karla"; color: #0757c3; text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.7em; font-weight: 900; } .callouthead-quickguide:before { content: "Quick Guide"; } .callouthead-define:before { content: "How we define..."; } .callouthead-questions:before { content: "Questions to Answer"; color: #FFF; } .callouthead-sidenote:before { content: "Note"; color: #FFF; } .callouthead-interventions:before { content: "Promising Interventions"; } .callouthead-actions:before { content: "Actions to Take"; } .callouthead-limitations:before { content: "Limitations"; } .callouthead-recommendations:before { content: "Recommendations"; } .callouthead, .callouthead-quickguide:before, .callouthead-define:before, .callouthead-questions:before, .callouthead-sidenote:before, .specialtext:before { font-family: "Karla"; text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.7em; font-weight: 700; } .callouttitle, .callouthead-interventions:before, .callouthead-recommendations:before, .callouthead-actions:before, .callouthead-limitations:before { font-family: "Karla"; font-weight: 700; line-height: 1em; margin-top: -0.1em; margin-bottom: 0.4em; } .calloutbox, .whitebox, .contentbox { font-family: "Karla"; font-size: 0.9em; color: #4E5050; padding: 10px 20px 10px 20px; background-color: #f6f6f6; margin-bottom: 2em; } .calloutbox { border-radius: 0px 0px 10px 10px; } .whitebox, .signup-box { padding-top: 15px; border-radius: 10px; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1); } .accordionbox { font-family: "Karla"; font-size: 0.9em; color: #4E5050; padding: 0px 10px 1px 10px; background-color: #fff; border-radius: 10px; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1); } .newsletterbox { color: #18181A; padding: 15px; background-color: #fff; border-radius: 20px; margin-bottom: 2em; } p.box { font-size: inherit; margin-bottom: 0.6em; } li.box { font-size: inherit; } mark { padding: 0.1em 0.2em; } .quickguide { background-color: #EC9982; } .define { background-color: #82b1ef; } .sidenote, .whitenote { background-color: #0757c3; color: #FFFFFF; } .blue-hilite { background-color: #d2e7f9;} .glossarylink /* synthetic media glossary */ { color: #000; background-color: #aad1f3; text-transform: uppercase; letter-spacing: 0.05em; font-size: 0.8em; font-weight: 500; text-decoration: none; padding: 0.1em 0.2em; } .tinytip { font-size: .75em; font-weight: 900; } .smalltext, .specialtext, a.specialtext { font-size: 0.9em; line-height: 1.3em; } .smalltext { margin-bottom: 0.9em; } } .specialtext, a.specialtext { color: #ba5a4b; margin: 0 2em 1em 2em; } a.specialtext { margin-left: 2em; margin-top: -0.5em; display: block; } .white { background-color: #ffffff; text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.75em; font-weight: 800; } .floatleft, .floatright { margin: 0px 20px; width: 370px; } .floatleft { float: left; } .floatright { float: right; } .shadowbox { box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1); } .chaptercode { font-weight:800; color: #ba5a4b; margin-bottom: -0.25em; } .indent { margin-left: 2em; } /* SPI guidelines */ h1.karla { font-family: "Karla"; font-size: 2em; color: #18181A; } .listbox { padding: 1px 20px 10px 20px; background-color: #f6f6f6; margin-bottom: 2em; border-radius: 10px; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1); } .bluetext { color: #1f3a9b; !important } .blueframe, .bluebox, .coralbox { width: 90%; padding: 10px 20px 10px 20px; border-radius: 10px; box-shadow: 0px 5px 10px #bbb; } .blueframe { background-color: #f6f6f6; } .bluebox { background-color: #d2e3f9; } .coralbox { background-color: #f3c1b4; } a.plain {color: 000; text-decoration: none; margin-top: -10px; position: relative; top: 0; left: 0; width: 100%; height: 100%; z-index: 2; } #center { text-align: center; } .resourcebox { background-color: #fff; display: inline-block; border-radius: 10px; width: 200px; height: auto; margin: 40px 10px 25px 0; padding: 10px 10px 15px 10px; font-size: 0.85em; line-height: 1.3em; vertical-align: top; box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.1) } .resourcebox a { text-decoration: none; } .resourceimg { border-radius: 50%; width: 100px; height: 100px; position: relative; left: 40px; margin: -60px 0 10px 0; display: block; } .spgquote {font-size: 1.5em; font-weight: 300; color: #0757c3; margin: 3em 0 0.5em 0; text-indent: -0.3em; } .quotesource {font-weight: 700; margin: 25px 0 0 0;} .quoteimg {border-radius: 50%; width: 75px; height: 75px; position: relative; margin: -10px 10px 10px 0; display: inline-block;} /* BBC Beyond the Code */ h1.beyond {font-size: 300%; color: #000; font-family: "Literata"; font-weight: 200; line-height: 1.3em; margin-bottom: 1em;} h2.beyond {font-size: 1.5em; font-family: "Karla"; font-weight: 300 !important; margin-bottom: 1.5em !important;} p.beyond {font-size: 1.3em; font-family: "Karla"; font-weight: 200; margin-bottom: 1.5em; margin-top: 2em;} /* table styles */ .linetop { border-style: solid none none none; border-color: #000; border-width: 1px; margin: 0.6em 0 0 0; padding: 0.5em 0 0 0; } table { margin-top: 2em; margin-bottom: 3em; width: 100%; } td, th { padding: 6px 15px 5px 5px; vertical-align: top; line-height: 1.3em; font-size: 0.9em; } td.bullet, .bullet, td.narrow, th.narrow { padding-left: 7px; font-size: 1.6em; line-height: 1em; width: auto !important; } td.smaller-bullet { padding-left: 7px; font-size: 1.2em; line-height: 1em; } td.flushleft { padding-left: 0px } td.label, th.label {text-transform: uppercase; font-size: 1rem !important; letter-spacing: 0.1em; line-height: 1em !important; font-weight: 700; } p.table { margin-bottom: 0.6em; font-size: inherit; } li.table { padding: 0px !important; font-size: inherit; line-height: 1.3em !important; } thead { font-weight: 700; line-height: 1em; text-transform: uppercase; letter-spacing: 0.5em; border-bottom: 2px solid #333 !important; background: transparent; } th.sticky { position: sticky; top: 0; background: white; !important } /* table row colors */ tr { border-bottom: 1px solid #999; } tr:nth-child(odd), th {background: transparent !important; border-bottom: 1px solid #999; } tr:nth-child(even) {background: transparent !important; border-bottom: 1px solid #999; } tr.coral:nth-child(odd) {background: #f8dbd3;} tr.blue {background: #0757c3; color: #FFF;} /* responsive table styles */ .hscroll { overflow-x: auto; /* Horizontal scroll on mobile */ } .header { font-weight: 600; line-height: 1em; text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.75em; border-bottom: 1px solid #999; padding-bottom: 4px; background: transparent; } .odd, .even { padding: 4px 0 4px 0;} .odd {background: #f8dbd3} .even {background: transparent; } /*cookies */ #CybotCookiebotDialog.CybotEdge{ bottom:0; top:unset; } #CybotCookiebotDialogBodyContentText{ font-size:12px !important; line-height:1.2; } #CybotCookiebotDialogBodyContentTitle{ font-size:14px !important; line-height:1.25 !important; } /* partners event calendar */ tr.gray { background-color: transparent; } tr.white { background-color: white; } td.date { width: 20%; } h4.date { color: #0757c3; line-height: 0; padding: 0.7em 0em 0 0; white-space: nowrap; } p.time { font-weight: 400; font-size: 1em; line-height: 1.1em; } p.label { color: #df8270; font-size: 1em; text-transform: uppercase; letter-spacing: 0.1em; font-weight: 700; } h4.event { margin: 0em 0px 0.25em 0px; } /* Our Partners section circles alignment (12 Oct 22) */ .circle-graph-container .circle-graph .circle-of-total>.circle-content span.count{ font-size:54%; } .circle-graph-container .circle-graph .outer-circle.outer-circle-4{ left: -30px; } .circle-graph-container .circle-graph .outer-circle.outer-circle-3{ left: -30px; } @media only screen and (max-width:768px){ .circle-graph-container .circle-graph .outer-circle.outer-circle-4 { left: -20px; } .circle-graph-container .circle-graph .outer-circle.outer-circle-3 { left: -20px; } } /* Increase font size by 2px */ /* .impact_card .card_content p{ font-size:18px; } .wysiwyg-content p , .wysiwyg-content li { font-size: 18px; } */ p , li{ font-size:1.8rem; } .single-paper blockquote.floatright p { font-size: 24px !important; } blockquote p { font-size: 24px !important; } .medium-description p { font-size: 2.4rem !important; } .medium-description { font-size: 2.4rem !important; } .large-description p ,.general-hero-container .wysiwyg-container p, .lg-description p { font-size: 3rem; } body { font-size: 1.8rem; } /* vertical header for tables */ .vertical-header thead th, .vertical-header thead td { white-space: nowrap; vertical-align: bottom; } .vertical-header thead th.rotate div, .vertical-header thead td.rotate div { transform: rotate(180deg); writing-mode: vertical-lr; padding: 5px 10px; } .vertical-header td { min-width: 20px; } /* STICKY TABLE STYLING */ .sticky-table { border-spacing: 0; } .sticky-table thead th, .sticky-table thead th p { font-size: 14px; line-height: 16px; letter-spacing: 0.05em; text-transform: uppercase; border: none !important; margin: 0; } .sticky-table tbody { font-size: 16px; } .sticky-table th, .sticky-table td { padding: 4px 2px 4px 6px; position: relative; } .sticky-table tr:last-child td { border-bottom: none; } .sticky-table tr.sticky { z-index: 2; background: #f6f6f6 !important; } .sticky-table th:not(.sticky):after, .sticky-table th.sticky:before { content: ""; position: absolute; left: 0; bottom: 0; width: 100%; height: 1px; background-color: #000; } .sticky-table th.sticky, .sticky-table td.sticky { background: #f6f6f6 !important; z-index: 1; } .sticky-table th.sticky::after, .sticky-table td.sticky::after { content: ""; position: absolute; right: -5px; top: 0; bottom: -1px; width: 5px; border-left: 1px solid #999; } .sticky-table td.sticky.noborder::after, .sticky-table th.sticky.noborder::after { border: none; } table.narrow td { min-width: 50px; } .full-screen-image { width: 100vw; max-width: 100vw; margin-left: calc((100% - 100vw) / 2); margin-top: 0; margin-bottom: 0; height: auto; object-fit: cover; } @media screen and (max-width: 992px) { .sticky-table-wrapper { overflow: auto; max-height: calc(100vh - 100px); } .sticky-table tr.sticky { position: sticky; top: 0; } .sticky-table th.sticky, .sticky-table td.sticky { position: sticky; left: 0; } } /* Rollover image styles */ .figure { position: relative; width: 600px; /* can be omitted for a regular non-lazy image */ max-width: 100%; } .figure img.Sirv.image-hover { position: absolute; top: 0; right: 0; left: 0; bottom: 0; object-fit: contain; opacity: 0; transition: opacity .2s; } .figure:hover img.Sirv.image-hover { opacity: 1; } </style>  </head> <body class="program-template-default single single-program postid-5655 parallax safety-critical-ai app-data index-data singular-data single-data single-program-data single-program-safety-critical-ai-data"> <header class="banner"> <div class="container-main container"> <a class="navbar-brand" href="https://partnershiponai.org"> <img src="https://partnershiponai.org/wp-content/uploads/2021/05/logo.svg" alt="logo" class="header-logo" loading="lazy"> <img src="https://partnershiponai.org/wp-content/themes/fr-starter-theme/resources/assets/images/logo_blue.svg" alt="logo" class="header-color-logo" loading="lazy"> <img src="https://partnershiponai.org/wp-content/themes/fr-starter-theme/resources/assets/images/logo_black_blue.svg" alt="logo" class="header-mobile-logo" loading="lazy"> </a> <nav class="nav-primary"> <div class="menu-footer-menu-container"><ul id="menu-footer-menu" class="nav"><li id="menu-item-2159" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2159"><a href="https://new.partnershiponai.org/work">OUR WORK</a> <ul class="sub-menu"> <li id="menu-item-2230" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2230"><a href="/work">Our Work</a> <ul class="sub-menu"> <li id="menu-item-5651" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5651"><a href="https://partnershiponai.org/program/inclusive-research-design/">Inclusive Research & Design</a></li> <li id="menu-item-2458" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2458"><a href="https://new.partnershiponai.org/program/ai-media-integrity/">AI & Media Integrity</a></li> <li id="menu-item-2685" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2685"><a href="https://new.partnershiponai.org/program/ai-labor-and-the-economy/">AI, Labor, and the Economy</a></li> <li id="menu-item-2686" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2686"><a href="https://new.partnershiponai.org/program/fairness-transparency-and-accountability-about-ml/">FTA & ABOUT ML</a></li> <li id="menu-item-7742" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7742"><a href="https://partnershiponai.org/program/policy/">Public Policy</a></li> <li id="menu-item-2687" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2687"><a href="https://new.partnershiponai.org/program/safety-critical-ai/">Safety-Critical AI</a></li> <li id="menu-item-10891" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10891"><a href="https://partnershiponai.org/philanthropy/">Philanthropy</a></li> </ul> </li> <li id="menu-item-3515" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3515"><a href="/resources/?resource-content-type_tax=impact-stories">Impact Stories</a></li> </ul> </li> <li id="menu-item-2160" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2160"><a href="https://new.partnershiponai.org/resources/">RESOURCES</a> <ul class="sub-menu"> <li id="menu-item-2232" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2232"><a href="/blog">Blog</a></li> <li id="menu-item-2233" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2233"><a href="/resources">Resource Library</a></li> </ul> </li> <li id="menu-item-5232" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5232"><a href="https://partnershiponai.org/events/">EVENTS</a></li> <li id="menu-item-2161" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2161"><a href="/about">ABOUT US</a> <ul class="sub-menu"> <li id="menu-item-2325" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2325"><a href="/about/">About Us</a> <ul class="sub-menu"> <li id="menu-item-4791" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4791"><a href="https://partnershiponai.org/about/#mission">Mission, Vision, & Values</a></li> <li id="menu-item-4792" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4792"><a href="https://partnershiponai.org/about/#pillars">Pillars</a></li> <li id="menu-item-4793" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4793"><a href="https://partnershiponai.org/about/#tenets">Tenets</a></li> </ul> </li> <li id="menu-item-2234" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2234"><a href="/team">Team</a></li> <li id="menu-item-2236" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2236"><a href="/funding">Funding</a></li> <li id="menu-item-2237" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2237"><a href="/press">Press</a></li> <li id="menu-item-2163" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2163"><a href="/careers">Careers</a></li> </ul> </li> <li id="menu-item-2162" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2162"><a href="/partners">PARTNERS</a></li> <li id="menu-item-10338" class="footer-only menu-item menu-item-type-custom menu-item-object-custom menu-item-10338"><a href="/donate">SUPPORT US</a></li> </ul></div> </nav> <nav class="nav-primary-mobile"> <a class="navbar-brand" href="https://partnershiponai.org"> <img src="https://partnershiponai.org/wp-content/uploads/2021/05/logo.svg" alt="logo" class="header-logo" loading="lazy"> <img src="https://partnershiponai.org/wp-content/themes/fr-starter-theme/resources/assets/images/logo_black_blue.svg" alt="logo" class="header-mobile-logo" loading="lazy"> </a> <div class="menu-footer-menu-container"><ul id="menu-footer-menu-1" class="nav"><li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2159"><a href="https://new.partnershiponai.org/work">OUR WORK</a> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2230"><a href="/work">Our Work</a> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5651"><a href="https://partnershiponai.org/program/inclusive-research-design/">Inclusive Research & Design</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2458"><a href="https://new.partnershiponai.org/program/ai-media-integrity/">AI & Media Integrity</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2685"><a href="https://new.partnershiponai.org/program/ai-labor-and-the-economy/">AI, Labor, and the Economy</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2686"><a href="https://new.partnershiponai.org/program/fairness-transparency-and-accountability-about-ml/">FTA & ABOUT ML</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7742"><a href="https://partnershiponai.org/program/policy/">Public Policy</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2687"><a href="https://new.partnershiponai.org/program/safety-critical-ai/">Safety-Critical AI</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10891"><a href="https://partnershiponai.org/philanthropy/">Philanthropy</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3515"><a href="/resources/?resource-content-type_tax=impact-stories">Impact Stories</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2160"><a href="https://new.partnershiponai.org/resources/">RESOURCES</a> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2232"><a href="/blog">Blog</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2233"><a href="/resources">Resource Library</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5232"><a href="https://partnershiponai.org/events/">EVENTS</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2161"><a href="/about">ABOUT US</a> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2325"><a href="/about/">About Us</a> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4791"><a href="https://partnershiponai.org/about/#mission">Mission, Vision, & Values</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4792"><a href="https://partnershiponai.org/about/#pillars">Pillars</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4793"><a href="https://partnershiponai.org/about/#tenets">Tenets</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2234"><a href="/team">Team</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2236"><a href="/funding">Funding</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2237"><a href="/press">Press</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2163"><a href="/careers">Careers</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2162"><a href="/partners">PARTNERS</a></li> <li class="footer-only menu-item menu-item-type-custom menu-item-object-custom menu-item-10338"><a href="/donate">SUPPORT US</a></li> </ul></div> </nav> <div class="contact-search"> <ul class="nav"> <li class="search"> <a class="cta cta-blue" href="#"><span class="search-icon"></span></a> </li> <li class="contact"> <a class="cta cta-coral" href="/donate" target="">DONATE</a> </li> </ul> </div> <div class="mobile-btn"> <div class="search-mobile"><a class="cta cta-blue"><span class="search-icon"></span></a></div> <span class="mobile-menu-toggle"></span> </div> </div> </header> <div class="wrap container header-search">  <div class="modal fade" id="searchModal" tabindex="-1" role="dialog" aria-labelledby="" aria-hidden="true"> <div class="modal-dialog" role="document"> <div class="modal-content"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> <div class="modal-body"> <div class="container navbar-search-box navbar-search-box-visible" data-search-page="https://partnershiponai.org/search/"> <div> <input type="text" placeholder="Search..."> <a class="cta cta-blue search-button" href=""><span class="search-icon"></span><span class="search-title">SEARCH</span></a> </div> </div> </div> </div> </div> </div></div> <div class="wrap" role="document"> <div class="content"> <main class="main"> <div class="program-content-body"> <div class="program-detail module "> <div class="general-hero"> <div class="general-hero-container" > <div class="wysiwyg-container bg-img without-background-img" style="background-image:url();"> <div class="blue-overlay-opacity" style="opacity: 1;"></div> <div class="container"> <div class="wysiwyg-content"> <div class="program-breadcrumb"> <ul> <li><a href="https://partnershiponai.org/work/">Our Work</a><span> / </span></li> </ul> </div> <h1>Safety Critical AI</h1> </div> </div> </div> <div class="oval-wrapper"> <span class="circle dark-coral"></span> <span class="circle coral"></span> </div> </div> </div></div> <div class="container main-content-wrapper page-content-width"> <div class="main-left-content"> <nav class="main-sidebar"> <div class="menu"> <ul> <li><a data-go-to-anchor="#overview" href="#overview">Overview</a></li> <li><a data-go-to-anchor="#impact" href="#impact">Impact</a></li> <li><a data-go-to-anchor="#ourwork" href="#ourwork">Our Safety-Critical AI Work</a></li> <li><a data-go-to-anchor="#updates" href="#updates">Updates & Media Coverage</a></li> <li><a data-go-to-anchor="#steerco" href="#steerco">Steering Committee </a></li> <li><a data-go-to-anchor="#programworkstream" href="#programworkstream">Program Workstreams</a></li> </ul> </div> <div class="form-block"> <p>Sign-up to receive updates on this and other PAI Programs.<br /> <a target="_blank" href='https://partnershiponai.org/stay-connected-with-pai/' class='btn coral large'>STAY INFORMED</a></p> </div> </nav> </div>  <div class="page-content-container"> <div class="content"> <main class="main content-wrapper-wp-frontend">   <div class="page-row row-transparent page-row-wp-frontend" > <div class="container">  <div class="anchor-module-container" id="overview" data-anchor="overview"></div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <h3>Given AI’s potential for misuse, how do we develop and deploy algorithmic systems responsibly?</h3> </div> </div> </div> <div class="module wysiwyg-12-12 "> <div class="wysiwyg-12-12-container container"> <div class="wysiwyg-width col-lg-12 col-md-12 center-align" > <div class="wysiwyg-wrapper col-lg-6 left-column "> <div class="wysiwyg-content"> <div style="float: left; width: 50%; vertical-align: text-top;"> <div style="margin-right: 32px;"> <h6><img fetchpriority="high" decoding="async" class="alignright wp-image-6484 size-full" src="https://partnershiponai.org/wp-content/uploads/2022/07/future-risks-400x400-1.png" alt="" width="400" height="400" data-wp-editing="1" srcset="https://partnershiponai.org/wp-content/uploads/2022/07/future-risks-400x400-1.png 400w, https://partnershiponai.org/wp-content/uploads/2022/07/future-risks-400x400-1-300x300.png 300w, https://partnershiponai.org/wp-content/uploads/2022/07/future-risks-400x400-1-150x150.png 150w, https://partnershiponai.org/wp-content/uploads/2022/07/future-risks-400x400-1-80x80.png 80w" sizes="(max-width: 400px) 100vw, 400px" /></h6> <p style="text-align: center;"><strong>Forecast future risks </strong></p> </div> </div> <div style="float: right; width: 50%; vertical-align: text-top;"> <div style="margin-left: 32px;"> <h6><img decoding="async" class="alignright wp-image-6484 size-full" src="https://partnershiponai.org/wp-content/uploads/2022/07/best-practices-400x400-1.png" alt="" width="400" height="400" data-wp-editing="1" /></h6> <p style="text-align: center;"><strong>Develop best practices</strong></p> </div> </div> </div> </div> <div class="wysiwyg-wrapper col-lg-6 right-column "> <div class="wysiwyg-content"> <div style="float: left; width: 50%; vertical-align: text-top;"> <div style="margin-right: 32px;"> <h6><img decoding="async" class="alignright wp-image-6484 size-full" src="https://partnershiponai.org/wp-content/uploads/2022/07/existing-risks-400x400-1.png" alt="" width="400" height="400" /></h6> <p style="text-align: center;"><strong>Improve preparedness</strong></p> </div> </div> <div style="float: right; width: 50%; vertical-align: text-top;"> <div style="margin-left: 32px;"> <h6><img loading="lazy" decoding="async" class="alignright wp-image-9575 size-full" src="https://partnershiponai.org/wp-content/uploads/2022/07/foundations-400x400-1.png" alt="" width="400" height="400" srcset="https://partnershiponai.org/wp-content/uploads/2022/07/foundations-400x400-1.png 400w, https://partnershiponai.org/wp-content/uploads/2022/07/foundations-400x400-1-300x300.png 300w, https://partnershiponai.org/wp-content/uploads/2022/07/foundations-400x400-1-150x150.png 150w, https://partnershiponai.org/wp-content/uploads/2022/07/foundations-400x400-1-80x80.png 80w" sizes="auto, (max-width: 400px) 100vw, 400px" /></h6> <p style="text-align: center;"><strong>Create foundations for governance</strong></p> </div> </div> </div> </div> </div> </div> </div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <p>Increasingly, AI systems are being deployed in contexts where safety risks can have widespread consequences, including medicine, finance, transportation, and social media. This makes anticipating and mitigating such risks — in both the near and long term — an urgent societal need.</p> <p>Our Safety Critical AI Program convenes Partners and other stakeholders to develop best practices that can help us avert likely accidents, misuses, and unintended consequences of AI technologies. We don’t have to wait for such incidents to arise. As our work shows, precaution can be taken as early as the research stage to ensure the development of safe AI systems.</p> </div> </div> </div> <div class="anchor-module-container" id="impact" data-anchor="impact"></div> <div class="latest_card_carousel module " slider-config="{"perPage":4,"autoplay":true}"> <div class="container"> <div class="module-header"> <div class="module_title_container"> <h2 class="text-left title">Impact</h2> <div class="arrows-container header-arrows"> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="slides-container"> <div class="slides splide"> <div class="splide__track"> <div class="splide__list"> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/modeldeployment/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/10/model-deployment-feature-1800x945-1-768x403.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Framework</span> </div> <div class="content_block">  <h6>PAI’s Guidance for Safe Foundation Model Deployment</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Oct 24, 2023</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/resource/risk-mitigation-strategies-for-the-open-foundation-model-value-chain/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/06/seatbelt-blueprint-1800x832-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Research and Publications</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Safe Foundation Model Deployment</span> <h6>Risk Mitigation Strategies for the Open Foundation Model Value Chain</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/logotype_2.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Madhulika Srikumar, Jiyoo Chang, Kasia Chmielinski</span> <span class="posted_at">Jul 11, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/resource/recommendations-in-practice-meta-researchers-apply-pai-guidance/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/05/meta-documentation-simple-2080x960-1.jpg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Impact Stories</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Publication Norms for Responsible AI</span> <h6>Recommendations in Practice: Meta Researchers Apply PAI Guidance</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">May 25, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/resource/tracking-when-ai-systems-fail/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/AI-incidents-big.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Impact Stories</span> </div> <div class="content_block">  <h6>Tracking When AI Systems Fail</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Jan 30, 2021</span> </div>  </div> </a> </div> </div> </div> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> <div class="arrows-container footer-arrows"> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="anchor-module-container" id="ourwork" data-anchor="ourwork"></div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <h2 style="text-align: left;">Our Safety-Critical AI Work</h2> <p>The Safety Critical AI Program has developed norms for responsible publication of AI research, supported the launch of the <a href="https://partnershiponai.org/workstream/ai-incidents-database/" target="_blank" rel="noopener">AI Incident Database</a>, and created <a href="https://partnershiponai.org/workstream/safelife-ai-safety-in-complex-environments/" target="_blank" rel="noopener">SafeLife</a>, a novel AI learning environment for training non-destructive agents.</p> <p>In 2021, PAI released the white paper “<a href="https://partnershiponai.org/paper/responsible-publication-recommendations/" target="_blank" rel="noopener">Managing the Risks of AI Research</a>,” offering six recommendations for anticipating potential harms when publishing AI research. Following its publication, Nature Machine Intelligence published an <a href="https://www.nature.com/articles/s42256-021-00355-6" target="_blank" rel="noopener">editorial</a> endorsing the paper’s recommendations. More recently, Meta AI was informed by and cited the white paper in the <a href="https://ai.facebook.com/blog/democratizing-access-to-large-scale-language-models-with-opt-175b/" target="_blank" rel="noopener">release</a> of their large language model OPT-175B.</p> <p>In 2022, PAI partnered with CIFAR and the Ada Lovelace Institute to bring together recent ML conference organizers and AI ethics researchers to consider how existing ethics review practices like impact statements are faring. “A Culture of Ethical AI,” a report co-authored by all three organizations, synthesizes insights gathered from this convening.</p> </div> </div> </div> <div class="anchor-module-container" id="updates" data-anchor="updates"></div> <div class="latest_card_carousel module " slider-config="{"perPage":4,"autoplay":true}"> <div class="container"> <div class="module-header"> <div class="module_title_container"> <h2 class="text-left title">Updates & Media Coverage</h2> <div class="arrows-container header-arrows"> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="slides-container"> <div class="slides splide"> <div class="splide__track"> <div class="splide__list"> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/developing-general-purpose-ai-guidelines-what-the-eu-can-learn-from-pais-model-deployment-guidance/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/11/deployment-annivarsary-1800x832-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Safe Foundation Model Deployment</span> <h6>Developing General Purpose AI Guidelines: What the EU Can Learn from PAI’s Model Deployment Guidance</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/logotype_2.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Thalia Khan, Madhulika Srikumar</span> <span class="posted_at">Nov 26, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/ai-safety-in-practice-insights-from-a-joint-workshop-with-pai-and-mlcommons/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/11/roundabout-1800x832-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Safe Foundation Model Deployment</span> <h6>AI Safety in Practice: Insights from a Joint Workshop with PAI and MLCommons</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Nov 20, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/from-code-to-consumer-pais-value-chain-analysis-illuminates-generative-ais-key-players/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/07/open-FM-illuminate-key-players-1800x832-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Safe Foundation Model Deployment</span> <h6>From Code to Consumer: PAI’s Value Chain Analysis Illuminates Generative AI’s Key Players</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/logotype_2.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Thalia Khan, Madhulika Srikumar</span> <span class="posted_at">Jul 11, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/balancing-safety-and-accessibility-for-open-foundation-models/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/04/tightrope-2080x960-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI/Safe Foundation Model Deployment</span> <h6>Balancing Safety and Accessibility for Open Foundation Models </h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/madhuhscolor.jpg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Madhulika Srikumar</span> <span class="posted_at">Apr 23, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/pai-is-collaboratively-developing-shared-protocols-for-large-scale-ai-model-safety/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/ai-logo.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Safety Critical AI</span> <h6>PAI Is Collaboratively Developing Shared Protocols for Large-Scale AI Model Safety</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Apr 06, 2023</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://www.nature.com/articles/s42256-022-00598-x" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/03/nature-machine-intelligence.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Editorial</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Much to discuss in AI ethics</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Nature Machine Intelligence</span> <span class="posted_at">Dec 19, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://www.nature.com/articles/s42256-022-00585-2" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/03/nature-machine-intelligence.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Comment</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Advancing ethics review practices in AI research</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Nature Machine Intelligence</span> <span class="posted_at">Dec 14, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/how-ai-conferences-can-foster-a-responsible-research-culture/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/08/ethical-research-blog-2080x960-1-768x354.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>How AI Conferences Can Foster a Responsible Research Culture</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Aug 03, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/studying-ai-explanations-to-improve-healthcare-for-underserved-communities%ef%bf%bc/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/06/healthcare-XAI-2080x960-1-768x354.gif" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Explainable AI in Practice</span> <h6>Studying AI Explanations to Improve Healthcare for Underserved Communities</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/06/ana.jpeg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Ana Lucic</span> <span class="posted_at">Jun 14, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://www.machine-ethics.net/podcast/responsible-ai-research-with-madhulika-srikumar/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/69XeKhtS.jpeg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Podcast</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Responsible AI Research with Madhulika Srikumar</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Machine Ethics Podcast</span> <span class="posted_at">Aug 25, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://omny.fm/shows/talking-machines/responsibility-risk-and-publishing" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/tmpodcast-768x768.jpeg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Podcast</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Responsibility, Risk, and Publishing</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Talking Machines</span> <span class="posted_at">Aug 19, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href=" https://www.nature.com/articles/s42256-021-00355-6 " target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/nmi-card-image.svg" class="featured-img" loading="lazy"> <span class="content_type sm-text">News</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>How to be responsible in AI publication</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Nature Machine Intelligence</span> <span class="posted_at">May 19, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href=" https://towardsdatascience.com/should-all-ai-research-be-published-5226ad5145b4" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/tds-scaled-e1630077832751-768x348.jpeg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Podcast</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Should all AI research be published?</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Jeremie Harris</span> <span class="posted_at">May 12, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://medium.com/partnership-on-ai/lessons-for-the-ai-community-from-meltdown-and-spectre-b358cc81eeff" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/1_06oDGhtl7XxPZ-uHq96-SA.jpeg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>What Responsible AI Can Learn From the Race to Fix Meltdown and Spectre</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Feb 26, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/resource/navigating-the-broader-impacts-of-ai-research-workshop-at-neurips-2020-2/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/ai-logo.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>Navigating the Broader Impacts of AI Research: Workshop at NeurIPS 2020</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/rosie-campbell-150x150-1.jpeg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Rosie Campbell</span> <span class="posted_at">Jan 28, 2021</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://medium.com/partnership-on-ai/lessons-for-the-ai-community-from-the-h5n1-controversy-32432438a82e" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/1_FDGbZJ4p2ShqvrzY4ZZrZQ-768x384.jpeg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Publication Norms For Responsible AI</span> <h6>What the AI Community Can Learn From Sneezing Ferrets and a Mutant Virus Debate</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Dec 08, 2020</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/aiincidentdatabase/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/blog-default.svg" class="default-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">AI Incidents Database</span> <h6>When AI Systems Fail: Introducing the AI Incident Database</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Sean Mcgregor</span> <span class="posted_at">Nov 18, 2020</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/introducing-the-safelife-leaderboard-a-competitive-benchmark-for-safer-ai/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2020/10/SafeLife-Leaderboard-768x384.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">SafeLife: AI Safety In Complex Environments</span> <h6>Introducing the SafeLife Leaderboard: A Competitive Benchmark for Safer AI</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/Carrol-150x150-1.jpeg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Carroll Wainwright</span> <span class="posted_at">Oct 09, 2020</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/multistakeholder-explainableml/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2020/07/Explainability-Blog-Image_3-1-768x432.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Explainable AI In Practice</span> <h6>Multistakeholder Approaches to Explainable Machine Learning</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Jul 16, 2020</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/xai-in-practice/" target="_blank" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/08/ai-logo.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Explainable AI In Practice</span> <h6>Explainable AI in Practice Falls Short of Transparency Goals</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/space-svg-ai-logo.svg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">PAI Staff</span> <span class="posted_at">Jan 14, 2020</span> </div>  </div> </a> </div> </div> </div> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> <div class="arrows-container footer-arrows"> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="anchor-module-container" id="steerco" data-anchor="steerco"></div> <div class="team-grid module " data-modal="teamBioData_67b30a568c5f2"> <div class="container"> <div class="team-grid-content"> <div class="title d-flex"> <h3>Steering Committee</h3> </div> <div class="team-content"> <div class="team-list has-modal" data-toggle="modal" data-url="anthony-aguirre" data-target="#teamBioData" id="239"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/Anthony-Aguirre.png" loading="lazy"/> </div> <div class="team-detail"> <h6>Anthony Aguirre</h6> <p>Vice President & Secretary of the Board</p> <p>Future of Life Institute</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="shahar-avin" data-target="#teamBioData" id="237"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/Shahar-Avin.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Shahar Avin</h6> <p>Senior Research Associate</p> <p>CSER</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="wafa-ben-hassine" data-target="#teamBioData" id="234"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/Wafa-Headshot-e1680728699715.webp" loading="lazy"/> </div> <div class="team-detail"> <h6>Wafa Ben-Hassine</h6> <p>Principal, Responsible Technology</p> <p>Omidyar Network</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="esha-bhandari" data-target="#teamBioData" id="233"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/EBHeadshotsHighRes-101-min-scaled-e1680728303176.jpg" loading="lazy"/> </div> <div class="team-detail"> <h6>Esha Bhandari</h6> <p>Deputy Director</p> <p>ACLU Speech, Privacy, and Technology Project</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="Jack-Clark" data-target="#teamBioData" id="75"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/Jack-Clark-350.png" loading="lazy"/> </div> <div class="team-detail"> <h6>Jack Clark</h6> <p>Co-Founder</p> <p>Anthropic</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="iason-gabriel" data-target="#teamBioData" id="235"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/Jason-Gabriel.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Iason Gabriel</h6> <p>Staff Research Scientist</p> <p>DeepMind</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="gillian-hadfield" data-target="#teamBioData" id="231"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/03/GillianHadfield_headshot-e1680274673601.jpg" loading="lazy"/> </div> <div class="team-detail"> <h6>Gillian Hadfield</h6> <p>Director </p> <p>Schwartz Reisman Institute for Technology and Society, University of Toronto</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="tadayoshi-kohno" data-target="#teamBioData" id="238"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/tadayoshi-kohno-horizontal-blog-2.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Tadayoshi Kohno</h6> <p>Professor of Computer Science </p> <p>University of Washington Department of Computer Science & Engineering</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="christina-montgomery" data-target="#teamBioData" id="241"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/TN-Christine-Montgomery-2-e1680729793415.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Christina Montgomery</h6> <p>Vice President and Chief Privacy & Trust Officer</p> <p>IBM</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="joelle-pineau" data-target="#teamBioData" id="242"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/08/Joelle-Pineau-crop-straight-e1660838694943.jpg" loading="lazy"/> </div> <div class="team-detail"> <h6>Joelle Pineau</h6> <p>Vice President of AI Research</p> <p>Meta</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="adrian-weller" data-target="#teamBioData" id="240"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/adrian_weller_headshot.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Adrian Weller</h6> <p>Programme Director for Safe and Ethical AI </p> <p>The Alan Turing Institute</p> </div> </div> <div class="team-list has-modal" data-toggle="modal" data-url="jess-whittlestone" data-target="#teamBioData" id="236"> <div class="team-img"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2023/04/jess_w-e1680729129235.jpeg" loading="lazy"/> </div> <div class="team-detail"> <h6>Jess Whittlestone</h6> <p>Head of AI Policy </p> <p>Centre for Long-Term Resilience</p> </div> </div> </div> </div> </div>  <div class="modal fade" id="teamBioData_67b30a568c5f2" tabindex="-1" role="dialog" aria-labelledby="" aria-hidden="true"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> <div class="modal-body"> <div class="d-flex bio-container"> <div class="d-inline-flex bio-img"> <div class="imgBlock"> <img decoding="async" src="https://partnershiponai.org/wp-content/themes/fr-starter-theme/dist/images/icons/profile_508d6137.png" alt="" class="author_photo" loading="lazy"> </div> <span class="coralDot"></span> </div> <div class="d-inline-flex bio-desc"> <div class="contentBioDetail"> <div class="data-container"> <div class="user-basic"> <h3></h3> <div class="category"> </div> </div> <div class="social-link"> <ul> </ul> </div> </div> <div class="bioContent"></div> </div> </div> </div> </div> </div> </div> </div></div> <div class="anchor-module-container" id="programworkstream" data-anchor="programworkstream"></div> <div class="program_workstreams module "> <div class="container"> <div class="module_title_container"> <h2 class="text-left">Program Workstreams</h2> </div> <div class="horizontal-post-cards" id="result-content"> <div class="post-card workstream-card"> <div class="img-contentblock col-md-8"> <div class="featured_image "> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/pub-norms-big-300x158.png" class="featured-img" loading="lazy"> </div> <div class="content_block col"> <span class="program sm-text">Program: Safety Critical AI</span> <a href="https://partnershiponai.org/workstream/publication-norms-for-responsible-ai/" class="post_title" target="_self"> <h6>Publication Norms for Responsible AI</h6> </a> </div> </div> <div class="blocks-row col-md-4"> <div class="btn_block col"> <a href="https://partnershiponai.org/workstream/publication-norms-for-responsible-ai/" target="_self" class="btn m-0">View Details</a> </div> </div> </div> <div class="post-card workstream-card"> <div class="img-contentblock col-md-8"> <div class="featured_image "> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/07/model-deployment-feature-1800x945-1-300x158.png" class="featured-img" loading="lazy"> </div> <div class="content_block col"> <span class="program sm-text">Program: Safety Critical AI</span> <a href="https://partnershiponai.org/workstream/safe-foundation-model-deployment/" class="post_title" target="_self"> <h6>Safe Foundation Model Deployment</h6> </a> </div> </div> <div class="blocks-row col-md-4"> <div class="btn_block col"> <a href="https://partnershiponai.org/workstream/safe-foundation-model-deployment/" target="_self" class="btn m-0">View Details</a> </div> </div> </div> <div class="post-card workstream-card"> <div class="img-contentblock col-md-8"> <div class="featured_image "> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/06/AI-incidents-big-300x158.png" class="featured-img" loading="lazy"> </div> <div class="content_block col"> <span class="program sm-text">Program: Safety Critical AI</span> <a href="https://partnershiponai.org/workstream/ai-incidents-database/" class="post_title" target="_self"> <h6>AI Incident Database</h6> </a> </div> </div> <div class="blocks-row col-md-4"> <div class="btn_block col"> <a href="https://partnershiponai.org/workstream/ai-incidents-database/" target="_self" class="btn m-0">View Details</a> </div> </div> </div> <div class="post-card workstream-card"> <div class="img-contentblock col-md-8"> <div class="featured_image "> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/explainable-AI-big-300x158.png" class="featured-img" loading="lazy"> </div> <div class="content_block col"> <span class="program sm-text">Program: Safety Critical AI</span> <a href="https://partnershiponai.org/workstream/explainable-ai-in-practice/" class="post_title" target="_self"> <h6>Explainable AI in Practice</h6> </a> </div> </div> <div class="blocks-row col-md-4"> <div class="btn_block col"> <a href="https://partnershiponai.org/workstream/explainable-ai-in-practice/" target="_self" class="btn m-0">View Details</a> </div> </div> </div> </div> </div> </div> </div> </div> </main> </div> </div> </div> </div> </main> </div> </div> <footer class="site-footer content-info"> <div class="left-dot dot dot-sm"><div class="left-inner-dot dot dot-xs dot-coral"></div></div>  <div class="footer-top"> <div class="footer-top-inner container"> <div class="footer-top-wrap"> <div class="footer-social-links"> <ul class="social-links"> <li><a href="https://twitter.com/partnershipai?lang=en" target="_blank" class="btn"><i class="fab fa-twitter"></i></a></li> <li><a href="https://www.facebook.com/partnershipai/" target="_blank" class="btn"><i class="fab fa-facebook-f"></i></a></li> <li><a href="https://www.linkedin.com/company/partnershipai" target="_blank" class="btn"><i class="fab fa-linkedin-in"></i></a></li> </ul> </div> <div class="footer-menu"> <nav class="nav footer-nav"> <div class="menu-footer-menu-container"><ul id="menu-footer-menu-2" class="nav"><li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2159"><a href="https://new.partnershiponai.org/work">OUR WORK</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2160"><a href="https://new.partnershiponai.org/resources/">RESOURCES</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5232"><a href="https://partnershiponai.org/events/">EVENTS</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2161"><a href="/about">ABOUT US</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2162"><a href="/partners">PARTNERS</a></li> <li class="footer-only menu-item menu-item-type-custom menu-item-object-custom menu-item-10338"><a href="/donate">SUPPORT US</a></li> </ul></div> </nav> </div> </div> </div> </div> <div class="footer-bottom"> <div class="container footer-header-container"> <div class="copyright"><p>© 2025 Partnership on AI | All Rights Reserved</p></div> <div class="footer-bottom-link"> <ul> <li> <a href="/transparency-governance">Transparency and Governance</a> </li> <li> <a href="https://new.partnershiponai.org/privacy-policy/">Privacy Policy</a> </li> </ul> </div> </div> </div> </footer> <div id="sizer"></div> <script type="text/javascript" src="https://partnershiponai.org/wp-includes/js/dist/hooks.min.js?ver=4d63a3d491d11ffd8ac6" id="wp-hooks-js"></script> <script type="text/javascript" src="https://partnershiponai.org/wp-includes/js/dist/i18n.min.js?ver=5e580eb46a90c2b997e6" id="wp-i18n-js"></script> <script type="text/javascript" id="wp-i18n-js-after"> /* <![CDATA[ */ wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/contact-form-7/includes/swv/js/index.js?ver=6.0.3" id="swv-js"></script> <script type="text/javascript" id="contact-form-7-js-before"> /* <![CDATA[ */ var wpcf7 = { "api": { "root": "https:\/\/partnershiponai.org\/wp-json\/", "namespace": "contact-form-7\/v1" }, "cached": 1 }; /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/contact-form-7/includes/js/index.js?ver=6.0.3" id="contact-form-7-js"></script> <script type="text/javascript" id="dlm-xhr-js-extra"> /* <![CDATA[ */ var dlmXHRtranslations = {"error":"An error occurred while trying to download the file. Please try again.","not_found":"Download does not exist.","no_file_path":"No file path defined.","no_file_paths":"No file paths defined.","filetype":"Download is not allowed for this file type.","file_access_denied":"Access denied to this file.","access_denied":"Access denied. You do not have permission to download this file.","security_error":"Something is wrong with the file path.","file_not_found":"File not found."}; /* ]]> */ </script> <script type="text/javascript" id="dlm-xhr-js-before"> /* <![CDATA[ */ const dlmXHR = {"xhr_links":{"class":["download-link","download-button"]},"prevent_duplicates":true,"ajaxUrl":"https:\/\/partnershiponai.org\/wp-admin\/admin-ajax.php"}; dlmXHRinstance = {}; const dlmXHRGlobalLinks = "https://partnershiponai.org/download/"; const dlmNonXHRGlobalLinks = []; dlmXHRgif = "https://partnershiponai.org/wp-includes/images/spinner.gif"; const dlmXHRProgress = "1" /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/download-monitor/assets/js/dlm-xhr.min.js?ver=5.0.21" id="dlm-xhr-js"></script> <script type="text/javascript" id="dlm-xhr-js-after"> /* <![CDATA[ */ document.addEventListener("dlm-xhr-modal-data", function(event) { if ("undefined" !== typeof event.detail.headers["x-dlm-tc-required"]) { event.detail.data["action"] = "dlm_terms_conditions_modal"; event.detail.data["dlm_modal_response"] = "true"; }}); document.addEventListener("dlm-xhr-modal-data", function(event) {if ("undefined" !== typeof event.detail.headers["x-dlm-members-locked"]) {event.detail.data["action"] = "dlm_members_conditions_modal";event.detail.data["dlm_modal_response"] = "true";event.detail.data["dlm_members_form_redirect"] = "https://partnershiponai.org/program/safety-critical-ai/";}}); /* ]]> */ </script> <script type="text/javascript" src="https://www.google.com/recaptcha/api.js?render=6Ldq0mYcAAAAAL2K9UipmK2s26XW7XBZ7k7CMCy7&ver=3.0" id="google-recaptcha-js"></script> <script type="text/javascript" src="https://partnershiponai.org/wp-includes/js/dist/vendor/wp-polyfill.min.js?ver=3.15.0" id="wp-polyfill-js"></script> <script type="text/javascript" id="wpcf7-recaptcha-js-before"> /* <![CDATA[ */ var wpcf7_recaptcha = { "sitekey": "6Ldq0mYcAAAAAL2K9UipmK2s26XW7XBZ7k7CMCy7", "actions": { "homepage": "homepage", "contactform": "contactform" } }; /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/contact-form-7/modules/recaptcha/index.js?ver=6.0.3" id="wpcf7-recaptcha-js"></script> <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/cash/8.1.0/cash.min.js?ver=8.1.0" id="cash-js"></script> <script type="text/javascript" id="frst2021/main.js-js-extra"> /* <![CDATA[ */ var themeData = {"ajaxUrl":"https:\/\/partnershiponai.org\/wp-admin\/admin-ajax.php","frontPageAnimationParams":null}; /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/themes/fr-starter-theme/dist/scripts/main_cefd6811.js" id="frst2021/main.js-js"></script> </body> </html>

CINXE.COM

Safety Critical AI - Partnership on AI