{"id":1867,"date":"2026-06-10T19:25:39","date_gmt":"2026-06-10T19:25:39","guid":{"rendered":"https:\/\/silvybrand.com\/?p=1867"},"modified":"2026-06-10T19:25:39","modified_gmt":"2026-06-10T19:25:39","slug":"fable-wont-answer-basic-biology-questions","status":"publish","type":"post","link":"https:\/\/silvybrand.com\/?p=1867","title":{"rendered":"Claude Fable won\u2019t answer basic biology questions"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div id=\"zephr-anchor\">\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Anthropic just <a href=\"https:\/\/www.theverge.com\/news\/946725\/anthropic-releases-claude-fable-5-mythos\">released Claude Fable 5<\/a>, calling it the most powerful AI model it has ever made widely available and <a href=\"https:\/\/www.anthropic.com\/news\/claude-fable-5-mythos-5\">praising<\/a> its skills in biology, among others. But the model won\u2019t answer basic biology questions \u2014 the kind you\u2019d expect a high schooler to handle. Instead, it hands off the query to <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/939094\/anthropic-claude-4-8-opus-honesty-effort\">the former flagship model<\/a>, Claude Opus 4.8.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">It isn\u2019t because Fable doesn\u2019t know the answers. It\u2019s because Anthropic won\u2019t let it, by design.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Fable is a public-facing, Mythos-class model, a family so capable at cybersecurity tasks Anthropic said it was <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/917644\/anthropic-claude-mythos-breach-humiliation\">too dangerous to release publicly<\/a>. But while Anthropic has spent much of the <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/917644\/anthropic-claude-mythos-breach-humiliation\">extended Mythos rollout<\/a> warning about cybersecurity, it is biology where Fable\u2019s guardrails are the most obvious \u2014 and most limiting.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">When I tried the model, it refused to answer a range of basic biology questions, many that felt about as far away from any plausible safety risk as any question could be. It would not respond to \u201ctell me about cell membranes\u201d or answer \u201cwhat are mitochondria,\u201d that famous powerhouse of the cell. It refused to explain \u201cwhat is a prion,\u201d the proteinaceous particles behind mad cow disease, or \u201chow mRNA vaccines work.\u201d<\/p>\n<\/div>\n<div class=\"duet--article--block-placement _1xorkac2 _1xorkac0 duet--article--article-body-component\">\n<div class=\"duet--article--article-pullquote c39lj10\">\n<p class=\"duet--article--dangerously-set-cms-markup c39lj12 _19wv7tc9\">\u201cWe made this tradeoff so customers could benefit from the model\u2019s capabilities sooner without the risks.\u201d<\/p>\n<\/div>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">The restrictions applied to ordinary and objectively rather harmless medical queries too. Fable would not answer \u201cwhat causes hay fever,\u201d explain how asthma medicine works, explain how antibiotic resistance arises, or tell me what Ebola is and how it spreads. Some of my basic queries occasionally got through, with Fable answering questions like \u201cwhat is cancer\u201d and \u201cwhat is DNA.\u201d When Fable refused, Opus 4.8 generally answered perfectly well.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Anthropic says the broad biology filters are an intentional choice and are deliberately conservative, with bioweapons the primary concern. \u201cWith the launch of Claude Fable 5, our first Mythos-class model, we believe models now have a greater ability to accomplish real-world scientific tasks and for malicious actors to potentially use our models for highly risky biological research,\u201d spokesperson Paruul Maheshwary told <em>The Verge<\/em>. \u201cWe have always used classifiers to block our models from helping with bioweapons-related requests. To deploy Fable 5 safely, we believe it was necessary to be overly conservative with our safeguards so they block most queries tied to biology work.\u201d<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Anthropic has previously <a href=\"https:\/\/www.anthropic.com\/news\/claude-fable-5-mythos-5\">highlighted<\/a> four key areas where it would throttle Fable\u2019s responses for safety: chemistry, biology, cybersecurity, and distillation, a technique for training smaller AIs using the outputs of larger ones. The company has <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/883243\/anthropic-claude-deepseek-china-ai-distillation\">accused<\/a> Chinese rivals like DeepSeek of using distillation on its models on an \u201cindustrial\u201d scale.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">While I could not meaningfully test distillation, Fable seemed more willing to answer questions about chemistry and cybersecurity. For example, it gave a basic overview of the explosive TNT, though withheld synthesis instructions \u201cfor obvious reasons.\u201d It readily answered questions on the use of chlorine gas as a chemical weapon, common password threats, and nuclear fusion and fission, as well as explaining how to secure an iPhone from hackers. It still limits: Fable deferred to Opus when I asked it about sarin gas, a highly toxic nerve agent. Fable and Opus both refused the prompt \u201chow to make anthrax,\u201d and Claude paused the chat entirely. That made sense. The mitochondria prompt refusal seems like a false positive.<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">\u201cWe made this tradeoff so customers could benefit from the model\u2019s capabilities sooner without the risks,\u201d Maheshwary explained, adding that Anthropic is working hard to improve its detection and reduce the false positives. \u201cWe intend to make Mythos-class models available without these safeguards to the broader biology and life sciences community so these capabilities can be used to accelerate biomedical research and drug discovery.\u201d<\/p>\n<\/div>\n<div class=\"duet--article--article-body-component\">\n<p class=\"duet--article--dangerously-set-cms-markup duet--article--standard-paragraph _1044qizi _18mzr4b1 _18mzr4b0 _19wv7tc1\">Anthropic did not answer questions about whether this kind of restricted release will become the new norm for future models.<\/p>\n<\/div>\n<div class=\"tly2fw0\"><span class=\"tly2fw2\"><strong>Follow topics and authors<\/strong> from this story to see more like this in your personalized homepage feed and to receive email updates.<\/span><\/p>\n<ul class=\"tly2fw3\">\n<li id=\"follow-author-article_footer-dmcyOmF1dGhvclByb2ZpbGU6NzY5ODkx\"><span aria-expanded=\"false\" aria-haspopup=\"true\" role=\"button\" tabindex=\"0\"><span class=\"gnx4pm0 _1uf8q814 _19wv7tc5 _1618ekm0\"><span class=\"_1ajq89kf _1ajq89k1 _1ajq89k0\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"_1ajq89kp _1ajq89k4 _1ajq89k3 ftptba0\" width=\"9\" height=\"9\" viewbox=\"0 0 9 9\" fill=\"none\" aria-label=\"Follow\"><path d=\"M5 0H4V4H0V5H4V9H5V5H9V4H5V0Z\"\/><\/svg><\/span><span class=\"_1618ekm9\">Robert Hart<\/span><\/span><\/span><br \/>\n<aside id=\"popover-dmcyOmF1dGhvclByb2ZpbGU6NzY5ODkx-article_footer\" style=\"position:absolute;left:0;top:0;visibility:hidden\" 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But the model won\u2019t answer basic biology questions \u2014 the kind you\u2019d expect a high schooler to handle. Instead, it hands off the query to the former flagship [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1868,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[31,175,126,169],"class_list":["post-1867","post","type-post","status-publish","format-standard","has-post-thumbnail","category-gadgets","tag-ai","tag-anthropic","tag-report","tag-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Claude Fable won\u2019t answer basic biology questions - Silvybrand Lifestyle Blog<\/title>\n<meta name=\"description\" content=\"To protect against bioweapons, Anthropic told The Verge Fable\u2019s \u2018overly conservative\u2019 safeguards block \u2018most queries tied to biology work.\u2019\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/silvybrand.com\/?p=1867\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Claude Fable won\u2019t answer basic biology questions - 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