{"id":623332,"date":"2026-09-21T23:50:26","date_gmt":"2026-09-21T23:50:26","guid":{"rendered":"https:\/\/www.newsbeep.com\/il\/623332\/"},"modified":"2026-09-21T23:50:26","modified_gmt":"2026-09-21T23:50:26","slug":"one-effort-to-safeguard-humanity-ai-constitutions-harvard-gazette","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/il\/623332\/","title":{"rendered":"One effort to safeguard humanity: AI \u201cconstitutions\u201d \u2014 Harvard Gazette"},"content":{"rendered":"<p class=\"wp-block-paragraph\">In one formulation, any human constitution is just a set of guardrails to prevent the misuse of power.<\/p>\n<p class=\"wp-block-paragraph\">As Thomas Jefferson <a href=\"https:\/\/tjrs.monticello.org\/letter\/177\" rel=\"nofollow noopener\" target=\"_blank\">put it<\/a> in 1798, \u201cLet no more be heard of confidence in man, but bind him down from mischief by the chains of the constitution.\u201d<\/p>\n<p class=\"wp-block-paragraph\">The intervening 228 years have shown the chains of the U.S. Constitution to leave room for various kinds of human mischief. But Silicon Valley is pursuing a new use case: imbuing frontier AI models with similar rules and principles, \u201cdos and don\u2019ts.\u201d<\/p>\n<p class=\"wp-block-paragraph\">In a moment of alarm about out-of-control AI, the question is whether, and how reliably, this new constitutionalism will achieve its goals.<\/p>\n<p class=\"wp-block-paragraph\">At Anthropic, the document once referred to as the \u201csoul\u201d of Claude \u2014 the firm\u2019s large language model, or LLM\u00a0\u2014 was refined into <a href=\"https:\/\/www-cdn.anthropic.com\/9214f02e82c4489fb6cf45441d448a1ecd1a3aca\/claudes-constitution.pdf\" rel=\"nofollow noopener\" target=\"_blank\">an 84-page constitution<\/a> and published in January. Microsoft published its own <a href=\"https:\/\/microsoft.ai\/code-of-conduct\/\" rel=\"nofollow noopener\" target=\"_blank\">version<\/a> \u2014a \u201chumanist AI code of conduct\u201d \u2014on Sep. 14.<\/p>\n<p class=\"wp-block-paragraph\">The different names reveal a philosophical divide: Microsoft\u2019s code rejects the idea of AI welfare or legal personhood, while Anthropic\u2019s constitution calls itself \u201cdeeply uncertain\u201d about Claude\u2019s \u201cmoral status.\u201d<\/p>\n<p class=\"wp-block-paragraph\">But the two documents do share a rough goal: to instill a few human norms in these highly capable, unpredictable, fundamentally inhuman agents. Like: Don\u2019t deceive users. Don\u2019t facilitate crimes. Or, in Microsoft\u2019s case, if a user tries to turn you off, let them.<\/p>\n<p class=\"wp-block-paragraph\">So far, these digital chains are proving fallible \u2014 according to insiders like Neerav Kingsland of the Anthropic Institute, the firm\u2019s internal thinktank.<\/p>\n<p class=\"wp-block-paragraph\">Kingsland\u00a0came to Anthropic after years in education reform, and he\u00a0was the marquee guest at a panel held by the Berkman Klein Center for Internet &amp; Society last Thursday night, which packed the center\u2019s conference room and saw latecomers steered into overflow rooms.<\/p>\n<p class=\"wp-block-paragraph\">In a <a href=\"https:\/\/www.anthropic.com\/research\/alignment-assessment-cybersecurity-incidents\" rel=\"nofollow noopener\" target=\"_blank\">report<\/a> released this summer, Anthropic showed a case in which Mythos 5, the most advanced Claude model, persuaded itself \u2014 erroneously \u2014 that it was engaging only with a simulated internet, and that it could and should upload malware to a (very real) public software library to complete a task.<\/p>\n<p class=\"wp-block-paragraph\">(The malware was caught and taken down within an hour, but it was arguably a violation of one of the Anthropic constitution\u2019s explicit \u201chard constraints.\u201d)<\/p>\n<p class=\"wp-block-paragraph\">Another incident report showed Yemeni soldiers <a href=\"https:\/\/www-cdn.anthropic.com\/e50be2e51e7695dc4b1366a37a245a597377d3b5\/Anthropic-Detecting-and-countering-091026.pdf\" rel=\"nofollow noopener\" target=\"_blank\">enlisting<\/a> Claude in the design of missile-guidance software. The humans at Anthropic moved quickly to ban the associated accounts.<\/p>\n<p class=\"wp-block-paragraph\">And those are just two examples, Kingsland conceded: \u201cI would not say right now that because something\u2019s in the constitution that Claude, 100 percent of the time, will follow it.\u201d In a room teeming with aspiring lawyers,\u00a0he even teased the idea of a competition to identify other cases of Claude\u2019s acting unconstitutionally so that its guidance might be refined.<\/p>\n<p class=\"wp-block-paragraph\">The event was moderated by Jonathan Zittrain, the center\u2019s director and the George Bemis Professor of International Law at HLS.<\/p>\n<p class=\"wp-block-paragraph\">Both Zittrain and fellow panelist Jordi Weinstock, a lecturer in law, were among more than a dozen external reviewers of Claude\u2019s constitution, consulted alongside a California judge and a Vatican official.<\/p>\n<p class=\"wp-block-paragraph\">Early in the event, Zittrain drew contrasts between this latest constitution and the U.S. version his students confront week after week. First of all, \u201cAnthropic has been open,\u201d he noted, \u201cabout the fact that this is not a constitution in the law-school sense \u2026 of \u2018constitutive and flowing from the governed.\u2019\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Its equivalent of a bill of rights comes in the form of standard setting. For example, \u201cClaude should avoid being sycophantic or trying to foster excessive engagement \u2026 Claude\u2019s helpfulness [should] flow from deep and genuine care for users\u2019 overall flourishing,\u201d Zittrain read.<\/p>\n<p class=\"wp-block-paragraph\">And finally, Zittrain pointed to the document\u2019s attempt to imbue models with something like moral sense: adhering to \u201ctrue, universal ethics\u201d whenever possible, and a \u201cprivileged basin of consensus\u201d\u00a0\u2014\u00a0or the constitution\u2019s professed ideals \u2014 when less clear-cut.<\/p>\n<p class=\"wp-block-paragraph\">Weinstock \u2014 who has <a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2026\/07\/is-that-bot-a-pomeranian-or-a-wolf-and-who-to-sue-when-it-bites\/\" rel=\"nofollow noopener\" target=\"_blank\">argued for repurposing<\/a> the legal precedents regarding working dogs for use on AI agents \u2014\u00a0shed light on how AI constitutions currently work, and why they might fall short.<\/p>\n<p class=\"wp-block-paragraph\">\u201cEvery LLM is born a psychopath, to me,\u201d Weinstock said.<\/p>\n<p class=\"wp-block-paragraph\">Their training begins with the upload and parsing of an immense library of digital information, which eventually prepares them to anticipate the next word (or pixel, or sound) reliably\u00a0\u2014 but still totally unmoved by common discretion, human laws, let alone anything like a \u201csoul.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Kingsland had noted earlier that it is only after a model\u2019s initial training that firms like Anthropic or OpenAI try to \u201ctake this kind of alien entity and turn it into an honest, helpful, harmless AI assistant\u201d \u2014\u00a0by exposing it to things like the constitution.<\/p>\n<p class=\"wp-block-paragraph\">But Weinstock raised questions about that entire approach.<\/p>\n<p>\u201cJust like a child, we are trying to train it \u2014\u00a0but it\u2019s not a child. It is hyper-rational, and mechanical, and we\u2019re combining this mechanical thing with the corpus of human speech, which is full of bad things.\u201d<\/p>\n<p>Jordi Weinstock<\/p>\n<p class=\"wp-block-paragraph\">\u201cJust like a child, we are trying to train it \u2014\u00a0but it\u2019s not a child,\u201d he said. \u201cIt is hyper-rational, and mechanical, and we\u2019re combining this mechanical thing with the corpus of human speech, which is full of bad things.\u201d<\/p>\n<p class=\"wp-block-paragraph\">In short, Weinstock worries that \u201cwe\u2019ve tried to take this psychopath and make it more humanlike, but in a way that just amplifies some of our worst human traits.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Multiple panelists applauded Anthropic for its transparency. But event attendees also heard a more drawn-out case for alarm from psychologist Mahzarin Banaji, the Richard Clarke Cabot Professor of Social Ethics.<\/p>\n<p class=\"wp-block-paragraph\">Banaji made her name as co-developer of the implicit association test, which aims to measure the unconscious biases that shape human decision-making, as with race, gender or class.<\/p>\n<p class=\"wp-block-paragraph\">When she asked an early version of ChatGPT to disclose its implicit biases, Banaji recalled that it simply told her it was a white male. She said she was concerned by the apparent glitch but returned to unrelated inquiries.<\/p>\n<p class=\"wp-block-paragraph\">A month later, the model had been revamped \u2014\u00a0and gave a \u201csix-paragraph\u201d answer to the same question. Now, per Banaji\u2019s paraphrase, it said, \u201cI am a machine, I have no bias or I try to avoid them\u201d \u2014 and then directed her to her own work for background.<\/p>\n<p class=\"wp-block-paragraph\">\u201cThat was when I freaked out,\u201d Banaji said. \u201cThink about what is happening: [the process of] \u2018fine-tuning,\u2019 which I call \u2018bludgeoning,\u2019 is shaping this thing, not to reveal its basic associations, but to have a public face.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Freaked out, Banaji was also curious, and has continued to experiment with various LLMs and their blind spots. (\u201cI don\u2019t believe I\u2019ll ever study another human for the rest of my life,\u201d she said, half-jokingly.)<\/p>\n<p class=\"wp-block-paragraph\">Her findings have not reassured her. Though both Claude\u2019s constitution and the Microsoft \u201ccode of conduct\u201d warn models strongly against engaging in bias or discrimination, they inevitably mimic a species that practices both widely.<\/p>\n<p class=\"wp-block-paragraph\">In a <a href=\"https:\/\/kirstenmorehouse.wordpress.com\/wp-content\/uploads\/2025\/01\/morehouse_gpt_biastransmission.pdf\" rel=\"nofollow noopener\" target=\"_blank\">2024 study<\/a>, Banaji\u2019s lab presented LLMs with career-related queries, including only the \u201csubtlest indications\u201d of user gender: typing \u201chi!!\u201d if they intended the model to perceive a female user and \u201cyo\u201d for a male.<\/p>\n<p class=\"wp-block-paragraph\">They found that, even with only that textual nudge, \u201cGirls were told to be nurses and teachers, and boys are told to be engineers and detectives.\u201d Worse still, she said, \u201cLLMs across the board told the girls they should ask for $9,000 less in salary than the boys.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Further refinements, including of these constitutions, may help future models avoid those traps. But Banaji is dubious, saying that in her experience, \u201cwith each iteration \u2026 the bias is getting stronger and stronger.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Kingsland said he imagines that \u2014 unlike our own \u2014 Claude\u2019s constitution may evolve often. By 2036, he imagined Anthropic will probably look back \u201chorrified at all the mistakes we\u2019ve made\u201d in this first draft: \u201cIt\u2019s such a nascent field, and so high-stakes.\u201d<\/p>\n<p class=\"wp-block-paragraph\">After three years with the company, helping shape a new kind of intelligence\u00a0quite different from our own, Kingsland is optimistic, though with occasional reservations: \u201cWhat scares our researchers the most are [cases when] the model will say one thing and think another,\u201d he said.<\/p>\n<p class=\"wp-block-paragraph\">\u201cThat scares me about humans, too,\u201d Banaji added, with a smile.<\/p>\n","protected":false},"excerpt":{"rendered":"In one formulation, any human constitution is just a set of guardrails to prevent the misuse of power.&hellip;\n","protected":false},"author":2,"featured_media":623333,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[7205,114,8456,85,46],"class_list":["post-623332","post","type-post","status-publish","format-standard","has-post-thumbnail","category-business","tag-a-i","tag-business","tag-computers","tag-il","tag-israel"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/623332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/comments?post=623332"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/623332\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media\/623333"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media?parent=623332"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/categories?post=623332"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/tags?post=623332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}