{"id":6441,"date":"2023-09-01T09:00:00","date_gmt":"2023-09-01T16:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=6441"},"modified":"2023-09-01T09:00:00","modified_gmt":"2023-09-01T16:00:00","slug":"generative-ai-protein-research","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/in\/news\/stories\/generative-ai-protein-research\/","title":{"rendered":"How Salesforce Research Uses Generative AI as a Force for Good"},"content":{"rendered":"\n<p><em>Editor&#8217;s Note: This story was updated in September 2023 to keep it fresh.<\/em><\/p>\n\n\n\n<p><em>Editor\u2019s Note: AI Cloud, Einstein GPT, and other cloud GPT products are now Einstein. For the latest on Salesforce Einstein, go <\/em><a href=\"https:\/\/www.salesforce.com\/news\/topics\/artificial-intelligence\/\"><em>here<\/em><\/a><em>.<\/em><\/p>\n\n\n\n<p><strong><em>Quick Take: <\/em><\/strong><em>GenerativeAI has most recently captured the public\u2019s attention for its applications in the workplace. Salesforce\u2019s AI Research team, however, is also exploring how it can be applied to solve problems in other fields \u2014 and in society. This story details how Salesforce partnered with an academic institution and a biomedical company to apply an AI language model to protein design with fascinating results.<\/em><\/p>\n\n\n\n<p>\u201cAI \u2013 especially <a href=\"https:\/\/www.salesforce.com\/news\/stories\/building-generative-ai-we-can-trust\/\" target=\"_blank\" rel=\"noreferrer noopener\">generative AI<\/a> \u2013 is having such a moment right now,\u201d Salesforce Director of <a href=\"https:\/\/www.salesforceairesearch.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Research<\/a> Nikhil Naik recently said during a <a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/blazing-trails\/id1259579050\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Blazing Trails<\/em><\/a> podcast interview.<\/p>\n\n\n\n<p>The \u201cmoment\u201d is thanks to headline-making products like ChatGPT, which have generated thousands of headlines \u2014 along with questions and <a href=\"https:\/\/www.salesforce.com\/news\/stories\/generative-ai-guidelines\/\" target=\"_blank\" rel=\"noreferrer noopener\">ethical concerns<\/a> \u2014 over the past few months. And while using this type of technology to write articles, essays, and <a href=\"https:\/\/www.theguardian.com\/music\/2023\/jan\/17\/this-song-sucks-nick-cave-responds-to-chatgpt-song-written-in-style-of-nick-cave\" target=\"_blank\" rel=\"noreferrer noopener\">not-so-great songs<\/a> is all the rage right now, the work that Naik and others have been doing for the past five years within Salesforce\u2019s AI Research program has some bigger applications.<\/p>\n\n\n\n<p>For example, they\u2019ve been able to train generative AI on conversational language which is then turned into development code through a <a href=\"https:\/\/www.salesforce.com\/news\/stories\/salesforce-codegen-unpacked-written-english-phrases-become-executable-code-with-conversational-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">large-scale language model called CodeGen<\/a>. It\u2019s an exciting application of technology for the workplace, but its impact can go even further.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Part of our goal with AI research is to apply Salesforce AI to problems that can have a&nbsp; broader impact on society.<\/p>\n<cite>Nikhil Naik, Director of AI Research, Salesforce<\/cite><\/blockquote>\n\n\n\n<p>Through their AI for Society initiative, the team is also applying AI research to some of society\u2019s biggest challenges. So far, Salesforce Research work has ranged from implementing AI for <a href=\"https:\/\/www.salesforce.com\/news\/stories\/introducing-the-ai-economist-why-salesforce-researchers-are-applying-machine-learning-to-economics\/\" target=\"_blank\" rel=\"noreferrer noopener\">more equitable and balanced economic policies<\/a>, to using computer vision AI for <a href=\"https:\/\/www.salesforce.com\/news\/stories\/how-salesforce-einstein-is-helping-track-and-protect-great-white-sharks-in-the-wild\/\" target=\"_blank\" rel=\"noreferrer noopener\">tracking great white sharks<\/a>, all the way to <a href=\"https:\/\/www.salesforce.com\/news\/stories\/salesforce-ai-breast-cancer\/\" target=\"_blank\" rel=\"noreferrer noopener\">determining optimal treatment paths for breast cancer patients<\/a> via artificial intelligence.\u00a0<\/p>\n\n\n\n<aside class=\"contextual-driver has-text-align-left contextual-driver--einstein\">\n\t<header class=\"tidbit-header\">\n\t\t<h2 class=\"tidbit-head\">\n\t\t\tDiscover Einstein\t\t<\/h2>\n\t<\/header>\n\t<div class=\"tidbit-body\">\n\t\t<p>u003cpu003eBring AI to any workflow, user, department and industry.\u00a0u003c\/pu003e<\/p>\t<\/div>\n\t\t\t<p class=\"tidbit-link label\">\n\t\t\t<a class=\"label has-right-arrow has-right-arrow--small\" href=\"https:\/\/www.salesforce.com\/products\/einstein-ai-solutions\/?d=cta-body-promo-8\" target=\"_blank\">\n\t\t\t\t<span>Learn More<\/span>\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 14 10\">\n\t<path d=\"M13.92 5.38a1 1 0 000-.76.9.9 0 00-.17-.26.25.25 0 000-.07l-4-4a1 1 0 00-1.46 1.42L10.59 4H1.07a1 1 0 000 2h9.52l-2.3 2.29a1 1 0 000 1.42 1 1 0 001.42 0l4-4a.25.25 0 000-.07.9.9 0 00.21-.26z\" \/>\n<\/svg>\n\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<img class=\"tidbit img-einstein\"\n\t\tsrcset=\"\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-einstein-large@0.5x.png 84w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-einstein-large@1x.png 168w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-einstein-large@2x.png 336w\n\t\t\"\n\t\tsrc=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-einstein-large@1x.png\"\n\t\talt=\"Illustration of einstein\"\n\t\tsizes=\"(min-width:1024px) 175px, 130px\"\n\t>\n\t<\/aside>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-from-patterns-to-proteins\"><strong>From patterns to proteins<\/strong><\/h2>\n\n\n\n<p>It\u2019s mind-bending stuff, but the work is actually built around a simple strategy. \u201cWe identify AI techniques that we are very good at, and then identify problems where the AI could be applied,\u201d said Naik.<\/p>\n\n\n\n<p>This approach recently led to the <a href=\"https:\/\/www.salesforce.com\/news\/stories\/salesforce-progen-ai-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">development of ProGen<\/a>, a Salesforce AI language model trained on the world\u2019s largest protein database.<\/p>\n\n\n\n<p>Yes, you read that right \u2014 Salesforce trained its AI models on proteins.&nbsp;<\/p>\n\n\n\n<p>While that might sound like a stretch \u2013 taking technology largely used today to develop chatbots and automated user flows to design proteins \u2013 the team had uncovered a commonality between the two use cases that made a lot of sense.&nbsp;<\/p>\n\n\n\n<p>\u201cAI models ingest a large amount of text and they learn to predict the next word that might come after a given word,\u201d said Naik. \u201cAnd just by training using this pretty simple method, you can train an AI algorithm to generate very realistic language about any topic that you might be interested in. And what we realized is that the same technology can be applied to generating proteins.\u201d<\/p>\n\n\n\n<p>And if you can develop novel proteins, the Salesforce Research team believed, that could eventually open the door to new medicines, vaccines, or sustainability innovations \u2014 to name a few.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How Salesforce Research Is Using AI to Generate Proteins | Blazing Trails | Salesforce\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/kAsalh0pGU4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>So, in 2020, Naik and his team <a href=\"https:\/\/blog.salesforceairesearch.com\/progen\/\" target=\"_blank\" rel=\"noreferrer noopener\">set out<\/a> to apply generative AI, especially large language models and their associated techniques, to the problem of protein design. Why protein design? It&#8217;s an area where creation and research can be done at exponential speed, meaning \u201cwe can accelerate the discovery of novel drugs and useful industrial chemicals,\u201d according to Naik.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-creating-an-amino-alphabet\"><strong>Creating an \u2018amino alphabet\u2019<\/strong><\/h2>\n\n\n\n<p>The Salesforce team created an \u201calphabet\u201d using amino acids, the building block of all proteins. Those \u201cletters\u201d come together to form proteins, and then, the same way you can train a large language model to predict the next word and to generate sentences in English, they trained a large language model using a database of 280 million protein sequences to generate novel proteins.<\/p>\n\n\n\n<p>Naik and team were excited by their progress, but they didn\u2019t have the capabilities to test whether their AI language model for generating proteins would be able to actually create something useful. So, they teamed up with the <a href=\"https:\/\/fraserlab.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fraser Lab at UCSF<\/a> and medical startup <a href=\"https:\/\/www.tierrabiosciences.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tierra Biosciences<\/a> to vet their research.&nbsp;<\/p>\n\n\n\n<aside class=\"more-from-block more-from-block--2 alignfull wp-block-newsroom-moreontopic\">\n\t<div class=\"more-from-block__content\">\n\t\t\t\t\t<h4 class=\"more-from-block__title\">Related<\/h4>\n\t\t\n\t\t<div class=\"more-from-block__cards more-from-block__cards--2\"\n\t\t\t\t>\n\t\t\t\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"13341\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/in\/news\/stories\/the-agentic-edge-navigating-the-2026-workforce-revolution\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"792\" src=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2025\/07\/image_df71e1.png?w=1024\" class=\"content-card__image\" alt=\"Graphic highlighting the four principals of building the human agent workforce.\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2025\/07\/image_df71e1.png 1600w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2025\/07\/image_df71e1.png?w=300&amp;h=232 300w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2025\/07\/image_df71e1.png?w=768&amp;h=594 768w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2025\/07\/image_df71e1.png?w=1024&amp;h=792 1024w, 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itemprop=\"headline\" class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/in\/news\/stories\/the-agentic-edge-navigating-the-2026-workforce-revolution\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\tThe Agentic Edge: Navigating the 2026 Workforce Revolution\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t4 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"13312\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/in\/news\/stories\/salesforce-south-asia-anthem\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"575\" src=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1024\" class=\"content-card__image\" alt=\"One Salesforce, One South Asia\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png 2228w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1024&amp;h=575 1024w, 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https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1218&amp;h=684 1218w\" \/>\t\t\t\t\t<\/div>\n\t\n\t<div class=\"content-card__content-container content-card__content-container--style-\">\n\t\t\n\t\t\n\t\t\t\t\t<h3 itemprop=\"headline\" class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/in\/news\/stories\/salesforce-south-asia-anthem\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\tThe Sound of Salesforce South Asia: Celebrating Our People and Culture\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t1 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\t\t<\/div>\n\t\t<noscript>\n<div class=\"pagination-fallback\">\n\n\t\t<a href=\"https:\/\/www.salesforce.com\/in\/news\/wp-json\/wp\/v2\/posts\/6441\/page\/2\/?bc=OTH#section-title\">\n\t\t\tOlder Posts\t\t<\/a>\n\t\t<\/div>\n<\/noscript>\n\t<\/div>\n<\/aside>\n\n\n\n<p>The Salesforce Research team first sent Tierra about 100 AI-generated proteins to synthesize and create test tube versions of them. The results from Tierra indicated that the proteins were functional, and they were then sent to the University of California San Francisco\u2019s Fraser Lab for further research.<\/p>\n\n\n\n<p>Fraser Lab <a href=\"https:\/\/www.nature.com\/articles\/s41587-022-01618-2\" target=\"_blank\" rel=\"noreferrer noopener\">compared the artificial proteins to proteins found in nature<\/a>. \u201cThe lab tests showed that we can design proteins that are 60-70% dissimilar to anything ever seen in nature, but that are still functioning proteins, containing biological activity. And that is an important scientific milestone for the future of drug discovery and industrial chemical design,\u201d Naik said.<\/p>\n\n\n\n<p>Another compelling finding that came from the trials: ProGen-created proteins were 73% biologically active, whereas only 59% of naturally-occurring proteins were.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ethical-by-design\"><strong>Ethical by design<\/strong><\/h2>\n\n\n\n<p>Given the serious implications of this work, it was clear to Naik and everyone involved that applying this technology in an ethical way was incredibly important.<\/p>\n\n\n\n<p>Working in lockstep with Salesforce\u2019s Ethical AI Council and Office of Ethics under Salesforce\u2019s Chief Ethical and Humane Use Officer, <a href=\"https:\/\/www.salesforce.com\/news\/stories\/generative-ai-guidelines\/\" target=\"_blank\" rel=\"noreferrer noopener\">Paula Goldman<\/a>, every step of the process underwent ethical reviews \u201cthat help us deploy AI in a careful manner.\u201d<\/p>\n\n\n\n<p>Given the tremendous opportunities and challenges emerging in the space, Goldman and her teams leveraged and built on <a href=\"https:\/\/www.salesforceairesearch.com\/trusted-ai\" target=\"_blank\" rel=\"noreferrer noopener\">Trusted AI Principles<\/a> to help guide the process and, specifically for ProGen, protocols that \u201cshould be put in place to ensure safe usage and limitation of unintended harmful effects.\u201d<\/p>\n\n\n\n<aside class=\"contextual-driver has-text-align-left contextual-driver--watercliff\">\n\t<header class=\"tidbit-header\">\n\t\t<h2 class=\"tidbit-head\">\n\t\t\t5 Guidelines for Responsible Development of Generative AI\t\t<\/h2>\n\t<\/header>\n\t<div class=\"tidbit-body\">\n\t\t<p><\/p>\t<\/div>\n\t\t\t<p class=\"tidbit-link label\">\n\t\t\t<a class=\"label has-right-arrow has-right-arrow--small\" href=\"https:\/\/www.salesforce.com\/news\/stories\/generative-ai-guidelines\/\" target=\"_blank\">\n\t\t\t\t<span>Read the guidelines<\/span>\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 14 10\">\n\t<path d=\"M13.92 5.38a1 1 0 000-.76.9.9 0 00-.17-.26.25.25 0 000-.07l-4-4a1 1 0 00-1.46 1.42L10.59 4H1.07a1 1 0 000 2h9.52l-2.3 2.29a1 1 0 000 1.42 1 1 0 001.42 0l4-4a.25.25 0 000-.07.9.9 0 00.21-.26z\" \/>\n<\/svg>\n\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<img class=\"tidbit img-watercliff\"\n\t\tsrcset=\"\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-watercliff-large@0.5x.png 84w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-watercliff-large@1x.png 168w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-watercliff-large@2x.png 336w\n\t\t\"\n\t\tsrc=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-watercliff-large@1x.png\"\n\t\talt=\"Illustration of watercliff\"\n\t\tsizes=\"(min-width:1024px) 175px, 130px\"\n\t>\n\t<\/aside>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-proteins-are-just-the-start\"><strong>Proteins are just the start<\/strong><\/h2>\n\n\n\n<p>Simple and straight-forward work, right? Maybe not, but it\u2019s worth pointing out that the ability to create new designs of proteins never-before-seen in nature is truly groundbreaking and could potentially be used for medicine and other domains.&nbsp;<\/p>\n\n\n\n<p>Since those experiments, Naik noted that researchers have already built on his team\u2019s work to show its applications in a variety of domains. \u201cI think in the near future, we will see an explosion of research and commercial activity in this space.\u201d And that is already happening, as Naik and his Salesforce AI Research team <a href=\"https:\/\/www.salesforce.com\/news\/stories\/salesforce-progen-ai-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">attempt<\/a> to identify potential treatments for rheumatoid arthritis, multiple sclerosis, and other neurological and autoimmune disorders by leveraging their work with ProGen.<\/p>\n\n\n\n<p>That is the true endgame \u2014 less about the proteins created and more about the approach Naik and his team used, and how that can be applied elsewhere. How can a similar approach be applied to global challenges like sustainability or climate change or food supply? That\u2019s where the true power of AI can really expand, according to Naik.<\/p>\n\n\n\n<p>\u201cThis is just the beginning for the use of AI,\u201d Naik proudly said. \u201cWe are just at the beginning of this revolution.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-go-deeper\">Go deeper:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>See how Salesforce is building <a href=\"https:\/\/www.salesforce.com\/news\/stories\/generative-ai-guidelines\/\" target=\"_blank\" rel=\"noreferrer noopener\">Generative AI we can trust<\/a>.<\/li>\n\n\n\n<li>Read <a href=\"https:\/\/www.salesforce.com\/news\/stories\/generative-ai-guidelines\/\" target=\"_blank\" rel=\"noreferrer noopener\">5 guidelines<\/a> for responsible generative AI development.<\/li>\n\n\n\n<li>Go in-depth on how <a href=\"https:\/\/blog.salesforceairesearch.com\/progen\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI can generate new proteins<\/a>.<\/li>\n\n\n\n<li>Read how AI-designed proteins can potentially find new medical treatments <a href=\"https:\/\/www.salesforce.com\/news\/stories\/salesforce-progen-ai-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.&nbsp;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Editor&#8217;s Note: This story was updated in September 2023 to keep it fresh. Editor\u2019s Note: AI Cloud, Einstein GPT, and other cloud GPT products are now Einstein. For the latest on Salesforce Einstein, go here. Quick Take: GenerativeAI has most recently captured the public\u2019s attention for its applications in the workplace. Salesforce\u2019s AI Research team, [&hellip;]<\/p>\n","protected":false},"author":409,"featured_media":6442,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"sf_subhead":"","sf_i18n_disclaimer":false,"_jetpack_memberships_contains_paid_content":false,"alternateThumbnailId":0,"sf_product_cta_id":0,"footnotes":""},"categories":[],"tags":[],"sf_content_type":[1195],"sf_theme":[1115,1156],"sf_topic":[1092],"sf_product":[],"sf_industry":[],"sf_role":[],"sf_multimedia_asset":[],"sf_location":[1094],"sf_collection":[],"sf_visibility":[],"coauthors":[1209],"class_list":["post-6441","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","sf_content_type-feature-stories","sf_theme-digital-transformation","sf_theme-business-as-a-platform-for-change","sf_topic-artificial-intelligence","sf_location-global"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How Salesforce Research Uses Generative AI as a Force for Good - Salesforce<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/generative-ai-protein-research\/\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Salesforce Research Uses Generative AI as a Force for Good\" \/>\n<meta property=\"og:description\" content=\"Editor&#8217;s Note: This story was updated in September 2023 to keep it fresh. 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