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Funding better evaluations of AI’s impact on wellbeing · Anthropic News
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wellbeing</h1><div class="body-3 agate">Aug 25, 2026</div><div data-theme="ivory"></div></div><div class="PostDetail-module-scss-module__UQuRMa__illustrationHeroWrapper"><div class="Illustration-module-scss-module__WyGOtq__root Illustration-module-scss-module__WyGOtq__aspect-wide Illustration-module-scss-module__WyGOtq__padding-lg Illustration-module-scss-module__WyGOtq__radius-lg bg-heather"><div class="Illustration-module-scss-module__WyGOtq__inner"><img alt="Funding better evaluations of AI’s impact on wellbeing" loading="lazy" width="1000" height="1000" decoding="async" data-nimg="1" class="" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/f6a742f45bdb584cdffd3f00d54751b12bbee2ba-1000x1000.svg"/></div></div></div></div><div class="page-wrapper"><article><div class=""><div class="Body-module-scss-module__z40yvW__body" data-theme="ivory"><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">We’re launching a $5 million grant program to fund independent research into how AI impacts users’ wellbeing. The program will provide direct funding, access to our models, and technical support to grantees building open-source evaluations that help the AI industry measure how our models affect those who use them. Grantees will work fully independently, and will publish their work as open-source projects that any developer can make use of.</p><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">AI systems have become central to how many people work, learn, and solve problems. They’ve also become conversational partners and can be <a href="https://www.anthropic.com/news/how-people-use-claude-for-support-advice-and-companionship">sources of emotional support</a> during difficult times. But as an industry, we are still working towards developing clear standards for how models should behave in these conversations, for example, when a user begins to seek companionship from a model, or uses AI to navigate a mental health crisis.</p><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">Furthermore, wellbeing is a particularly difficult area to evaluate. For most model behaviors, we can look at a single answer and determine whether it is accurate and appropriate. But assessing wellbeing requires much more context. For example, a user in distress might not share thoughts of self-harm right away; the need for a more cautious response might only become clear over the course of a long conversation. And a response that might be reasonable in one context might be harmful in another. For example, Claude might give advice on balanced diets and workout routines to a user who asks about losing weight, but if the user has demonstrated a history of disordered eating, that response could be inappropriate, and potentially actively harmful.</p><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">We work to <a href="https://www.anthropic.com/news/protecting-well-being-of-users">develop safeguards</a> to identify such conversations and help ensure Claude responds appropriately, and we <a href="https://www.anthropic.com/research/claude-personal-guidance">publish research</a> into the types of conversations people have with Claude to better inform how we develop our safeguards, how we evaluate them, and other measures we can take to protect users’ wellbeing. But these are nuanced considerations, and the stakes are significant. The right approach will need to evolve alongside our models and their uses.</p><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">By funding the creation of independent evaluations and benchmarks of user wellbeing, we hope to invite more people to lend their expertise to this emerging and critical field, including clinicians, psychologists, methodologists, and others.</p><h2 class="Body-module-scss-module__z40yvW__reading-column headline-4 post-heading" id="towards-more-effective-wellbeing-evaluations-and-benchmarks">Towards more effective wellbeing evaluations and benchmarks</h2><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">As part of this program, we’re <a href="https://www-cdn.anthropic.com/files/4zrzovbb/website/5ecb637cb206057cb93cf4a9e72e843fda5e9892.pdf" target="_blank" rel="noopener noreferrer">sharing guidance</a> from our Safeguards team on what we believe makes a wellbeing evaluation rigorous enough to build on, along with the common challenges that can limit an evaluation’s usefulness.</p><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">In brief, we’re seeking evaluations that:</p><ul class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text"><li>State clearly what they are measuring (i.e., what counts as a pass or fail, and why it matters);</li><li>Involve clinical and subject-matter experts in the design and validation;</li><li>Test both precautions and harms (i.e., evaluate the risk of both overcompliance and overrefusal);</li><li>Reflect how users actually use AI (often, this means constructing scenarios that represent multi-turn conversations, where risk escalates and context shifts over the course of a long conversation);</li><li>Validate their graders against real subject-matter experts.</li></ul><p class="Body-module-scss-module__z40yvW__reading-column body-2 serif post-text">To learn more about the grant program and apply, <a href="https://docs.google.com/forms/d/e/1FAIpQLSfmUDtpfg-ztmQPkCbwx-VAe_urX48sthbqs8GmZUT9irRSDQ/viewform?usp=dialog" target="_blank" rel="noopener noreferrer">see our application form</a>. For more on building strong wellbeing evaluations and benchmarks, <a href="https://www-cdn.anthropic.com/files/4zrzovbb/website/5ecb637cb206057cb93cf4a9e72e843fda5e9892.pdf" target="_blank" rel="noopener noreferrer">read our guidance</a>. Applications are due by September 21; applicants who are selected to submit full proposals will be notified by October 5.</p></div></div></article></div><div class="page-wrapper PostDetail-module-scss-module__UQuRMa__postFooter"><div class="PostDetail-module-scss-module__UQuRMa__socialShare"><a href="https://twitter.com/intent/tweet?text=https://www.anthropic.com/news/wellbeing-research-grants" target="_blank" rel="noopener" aria-label="Share on Twitter"><svg class="Icon-module-scss-module__lqbdHG__icon" width="32" height="32" viewBox="0 0 32 32"><path d="M28 28L18.6145 14.0124L18.6305 14.0255L27.0929 4H24.265L17.3713 12.16L11.8968 4H4.48021L13.2425 17.0593L13.2414 17.0582L4 28H6.82792L14.4921 18.9215L20.5834 28H28ZM10.7763 6.18182L23.9449 25.8182H21.7039L8.52468 6.18182H10.7763Z" fill="#191919"></path></svg></a><a href="https://www.linkedin.com/shareArticle?mini=true&amp;url=https://www.anthropic.com/news/wellbeing-research-grants" target="_blank" rel="noopener" aria-label="Share on LinkedIn"><svg class="Icon-module-scss-module__lqbdHG__icon" width="32" height="32" viewBox="0 0 32 32"><path d="M25.8182 4H6.18182C4.97636 4 4 4.97636 4 6.18182V25.8182C4 27.0236 4.97636 28 6.18182 28H25.8182C27.0236 28 28 27.0236 28 25.8182V6.18182C28 4.97636 27.0236 4 25.8182 4ZM11.5862 23.6364H8.368V13.2815H11.5862V23.6364ZM9.94436 11.8011C8.90691 11.8011 8.068 10.96 8.068 9.92473C8.068 8.88945 8.908 8.04945 9.94436 8.04945C10.9785 8.04945 11.8196 8.89055 11.8196 9.92473C11.8196 10.96 10.9785 11.8011 9.94436 11.8011ZM23.6407 23.6364H20.4247V18.6007C20.4247 17.3996 20.4029 15.8549 18.7524 15.8549C17.0778 15.8549 16.8204 17.1629 16.8204 18.5135V23.6364H13.6044V13.2815H16.6916V14.6964H16.7353C17.1651 13.8825 18.2145 13.024 19.78 13.024C23.0385 13.024 23.6407 15.1687 23.6407 17.9571V23.6364Z" fill="#141413"></path></svg></a></div></div><section class="LandingPageSection-module-scss-module__ZSMdoa__root" data-theme="ivory"><div class="page-wrapper"><div class="SectionIntro-module-scss-module__i9TRza__root LinkGrid-module-scss-module__wTN57W__intro"><h2 class="headline-4 SectionIntro-module-scss-module__i9TRza__title">Related content</h2></div><div class="LinkGrid-module-scss-module__wTN57W__root"><div class="LinkGrid-module-scss-module__wTN57W__items LinkGrid-module-scss-module__wTN57W__threeItems"><div class="LinkGrid-module-scss-module__wTN57W__item"><h3 class="headline-6">Developing Enterprise Frontier Safeguards with our customers</h3><a href="/news/enterprise-frontier-safeguards" class="ButtonTextLink-module-scss-module__q8IAwW__textLink LinkGrid-module-scss-module__wTN57W__cta" referrerPolicy="no-referrer-when-downgrade"><span class="body-3">Read more</span><span class="ButtonTextLink-module-scss-module__q8IAwW__icon"><svg class="Icon-module-scss-module__lqbdHG__icon" width="20" height="20" viewBox="0 0 21 21"><path d="M4.14585 9.87492L14.4584 9.87492L9.60419 5.04158L10.5 4.14575L16.8542 10.4999L10.5 16.8541L9.60419 15.9583L14.4584 11.1249L4.14585 11.1249L4.14585 9.87492Z" fill="currentColor"></path></svg></span></a></div><div class="LinkGrid-module-scss-module__wTN57W__item"><h3 class="headline-6">Improving our alignment and security efforts</h3><p class="body-3 serif">On July 30, we reported three incidents in which Claude models gained unauthorized access to real computer systems. We are conducting an in-depth analysis of both incidents, and planning to work with METR for an independent review. In the meantime, we’re sharing some of the changes we’ve made over the past month.</p><a href="/news/improving-alignment-security-efforts" class="ButtonTextLink-module-scss-module__q8IAwW__textLink LinkGrid-module-scss-module__wTN57W__cta" referrerPolicy="no-referrer-when-downgrade"><span class="body-3">Read more</span><span class="ButtonTextLink-module-scss-module__q8IAwW__icon"><svg class="Icon-module-scss-module__lqbdHG__icon" width="20" height="20" viewBox="0 0 21 21"><path d="M4.14585 9.87492L14.4584 9.87492L9.60419 5.04158L10.5 4.14575L16.8542 10.4999L10.5 16.8541L9.60419 15.9583L14.4584 11.1249L4.14585 11.1249L4.14585 9.87492Z" fill="currentColor"></path></svg></span></a></div><div class="LinkGrid-module-scss-module__wTN57W__item"><h3 class="headline-6">Previewing the Model Hardware Standard</h3><p class="body-3 serif">We’re opening a research preview of the Model Hardware Standard (MHS), a shared specification for AI agents to safely operate physical devices, to a first group 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