Anthropic's Claude flags a new enzyme system; CRISPR scientists split on its significance
Anthropic's biology lab says nearly 1,000 Claude agents found a CRISPR-like system in phage DNA, but outside researchers call it routine genome mining.
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- Anthropic's Claude flags a new enzyme system; CRISPR scientists split on its significanceyou are here
- Anthropic launches Claude Opus 5.5, cutting price 40% while lifting coding performance
- Anthropic taps Accenture for AI safety evaluations ahead of November IPO
What to know
- Anthropic's first wet-lab result: Claude autonomously flagged an uncharacterized enzyme system tied to a CRISPR-like DNA repeat array, but its biological function remains unknown.
- The company frames this as proof AI can speed up fundamental biology; independent researchers are split between excitement (Feng Zhang, Stanley Qi) and skepticism that it's routine genome mining (Kevin Blake).
- The announcement lands as Anthropic expands into drug discovery and courts scientists and investors ahead of a possible public listing.
- Online discussion is largely skeptical, questioning both the anthropomorphic framing of Claude's 'discovery' and whether the result is genuinely novel versus repackaged data-mining for PR.
The dispute Whether the finding is a genuine autonomous scientific discovery or a repackaged, PR-timed result from routine data mining. · positions read across 85 posts and comments
The announcement oversells routine genome mining as a breakthrough, and the narrowing search process may be discarding real novelty.
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“So Going from 200k RTs to 3500 candidates to 20 reports to 1 real hit very narrowing path basically it seems like the real risk ; the things thrown out of this filter as an outlair might be an…”
falcon_tech · Hacker News ↗
Anthropic's language subtly anthropomorphizes Claude to imply agency or sentience it doesn't have.
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“the subtle, almost deceptive or manipulative, ways these companies choose words to nudge along the narrative that their LLM systems are conscious/sentient/persons/etc”
1659447091 · Hacker News ↗
AI-driven science is a genuinely valuable use of the technology, but the company's profit motive undercuts the good news.
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“This article highlights a rare positive impact of AI. AI has the potential to revolutionize scientific/medical research. That is the only justifiable use. Unfortunately, it doesn’t line the pockets of the tech bros. They foist all the…”
just-jorj.bsky.social · Bluesky ↗
The discussion should avoid extreme framings of 'meaningless' versus 'singularity' and stick to what the discovery process actually shows.
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“I wish we could discuss this in a way that didn't immediately devolve into people shouting up or shouting down that this is either meaningless or singularity.”
nonameiguess · Hacker News ↗
“What stands out is its ability to recognize an unusual biological pattern that was difficult to detect before, and to pursue it comprehensively as a research question”
Stanley Qi, Stanford bioengineering professor · Al Jazeera ↗ · Sep 23
Dario Amodei Anthropic CEOAnthropic AI company running the biology labFeng Zhang CRISPR pioneer, MIT/Broad Institute professorStanley Qi Stanford bioengineering professorKevin Blake Microbiologist, Washington University School of Medicine
How it unfolded 6 developments, newest first · click a bar or a number to jump articlespostscomments
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Online audience ties the claim to Anthropic's own AI-safety warnings
Social commenters noted the biology announcement arrives just after Anthropic and other AI CEOs said their models had become capable and dangerous enough that the industry must slow down, prompting questions about consistency and motive.
“the revelation that Anthropic has been conducting biology experiments comes right after AI CEOs, including Amodei, publicly admitted that models have become so capable, and so potentially dangerous, that the industry must slow down...”
— j11h11.bsky.social -
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Anthropic's new biology lab released a technical report on using AI to discover new enzymes. Experts I talked to say "discover" is doing a lot of work here. Story:
2 more of the top 3 · 3 posts in this stretch
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techcrunch.com/2026/09/23/a... This article highlights a rare positive impact of AI. AI has the potential to revolutionize scientific/medical research. That is the only justifiable use. Unfortunately, it doesn’t line the pockets of the tech bros. They foist all the useless slop on us for profit
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# LLM - Claude discovers a novel enzyme system | Anthropic https://www. anthropic.com/news/claude-disc overs-novel-enzyme-system Claude discovers a novel enzyme system with CRISPR-like repeats https:// news.ycombinator.com/item?id=4 9820134 Impressive ... 🤔
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CRISPR researchers call the finding routine genome mining
Coverage highlighted that while Anthropic compared the system to CRISPR, some CRISPR-field scientists said such repeat sequences are common and undercatalogued, and that nothing indicates the discovery is a rival to CRISPR-the-technology or has practical application.
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first by Anadolu Agency, 18h ago · also Quartz, The Decoder
2 more headlines
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Thats a facinating step in AI usage into different aspects. Just curious How will this process guarding against the failure mode where agents say " this is unusual " , and the judgement is itself biased towards known family . Its easy to flag something as intresting when it partialyl resembles an already kown system (CRISPR- like repeats , in this…
2 more of the top 3 · 6 posts in this stretch
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Considering what happened on the Navier–Stokes event of OpenAI recently, I keep wondering how much of these discoveries are actuallya.) novel isolated achievements of an AI, orb.) the result of continuous focused in-house training with data involuntarily contributed by thousands of researchers using the LLM, aiming to make a press-release to boost…
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> For now, this is mostly a story about how AI can be used to parse existing data to discover new biology (which is fantastic!).I'd like to expand that: in my view, this is also a story of how agentic AI systems can come up with bioinformatics strategies to discover novel features. One would think such a task would be the ideal domain of the…
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Amodei and outside scientists react, split on significance
Dario Amodei posted that the system could represent a new gene-editing mechanism and said he is 'rooting for' frontier labs to pursue biology, while Stanford's Stanley Qi called the pattern-recognition 'incredibly exciting' and microbiologist Kevin Blake called the CRISPR comparison overstated.
“I’m genuinely rooting for all of the frontier labs to seriously get into biological discovery, and I’m excited about what comes out of it.”
— Dario Amodei -
first by Gizmodo, 1d ago · also Indian Express, Reuters, Channel News Asia, Times of India, Al Jazeera, Hindustan Times
5 more headlines
- Anthropic says Claude AI helped discover novel enzyme system Indian Express · 1d ago
- Anthropic’s Claude finds new CRISPR-like system in viruses Times of India · 1d ago
- AI model Claude discovers CRISPR-like enzyme system, Anthropic says Mastodon · 1d ago
- Anthropic unveils discovery of new enzyme system spotted by Claude model Hindustan Times · 1d ago
- Anthropic’s Claude AI discovers new enzyme system in bacteria-infecting viruses; Dario Amodei says: We believe AI for biology is on a similar... The Times of India · 20h ago
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🔬 The best bytes of # science & # tech across the # fediverse “Anthropic's biolab made a discovery it's comparing to Crispr theverge․com/ai-artificial-intelligence/999470/anthropic-biolab-claude-crispr ⌗AI ⌗Science ⌗Research” https://www. theverge.com/ai-artificial-int elligence/999470/anthropic-biolab-claude-crispr 🤖 via RSS feed. Not an…
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Good AI work? "Still, the revelation that Anthropic has been conducting biology experiments comes right after AI CEOs, including Amodei, publicly admitted that models have become so capable, and so potentially dangerous, that the industry must slow down..." #AI
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I've been using Claude Science a lot and it is VERY good at finding patterns in the DNA around my binding sites - quite often it went 'you could put your primer here but that looks like an Alu repeat, so better not, the primer won't be specific' - it seems like the press release is one step above that pattern recognition? I.e., 'there's a…
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Anthropic details the scale of the automated search on X
Anthropic's official account said nearly 950 Claude agents spent 21 hours and 210 million tokens searching DNA sequence data before one agent flagged the unusual repeat pattern next to the enzyme's gene.
“Claude has discovered a previously unknown enzyme system hidden in the DNA of bacteriophages.”
— Anthropic (@anthropicai) -
JUST IN: Anthropic’s Claude has said it has discovered a previously unknown enzyme system hidden in the DNA of bacteriophages
2 more of the top 3 · 46 posts in this stretch
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Why is everyone quick to point out how blogs/articles are "ai slop", but no one blinks an eye at the subtle, almost deceptive or manipulative, ways these companies choose words to nudge along the narrative that their LLM systems are conscious/sentient/persons/etc? The systems they are creating are impressive enough on its own merit. There is…
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Last week, Anthropic confirmed that it was operating a wet biology lab in the Bay Area where it uses its AI models to run physical experiments. This week, the AI giant announced that this lab has already made what it believes is a big discovery: a new enzyme “system” that has certain “properties reminiscent of CRISPR,” as Anthropic describes it…
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Anthropic announces Claude discovered a CRISPR-like enzyme system
Anthropic published results from its new molecular biology lab describing an enzyme system, based on a reverse transcriptase in a jumbo phage, that sits beside a repeating DNA array reminiscent of CRISPR; the company says Claude worked with only high-level direction from scientists.
“We gave Claude a prompt to search through a massive database of DNA sequences for interesting new examples of RTs. Our involvement was limited to the initial prompt and the lab work…”
— Feng Zhang -
6 outlets first by Blockchain.News, 1d ago · also Moneycontrol, The Verge, Anthropic, HN Best, HN Frontpage · read ↗
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1 outlet Mad Scientists: Anthropic Claims Claude AI Has Discovered an Enzyme with Gene-Editing Potential
first by Breitbart, 12h ago
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BREAKING: Anthropic’s new wet lab produces its first discovery, with nearly 1,000 Claude agents autonomously uncovering a novel enzyme system after 21 hours of work.
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Anthropic reveals it built a wet lab for Claude-guided experiments
Ahead of the discovery announcement, reporting surfaced that Anthropic had set up a physical biology lab where Claude guides robots through drug-related experiments, extending its life-sciences work beyond simulation.
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3 outlets Anthropic touts AI-led biology discovery
first by Phys.org, 20h ago · also Straits Times, The Economic Times
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first by The Decoder, 2d ago · also TechRepublic
1 more headline
- Anthropic Builds Biology Lab to Test What Claude Can Do in the Real World TechRepublic · 2d ago
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Also covered reported alongside — the timeline has no entry for these yet
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first by Seeking Alpha, 1d ago · also The Verge
1 more headline
- Anthropic’s biolab made a discovery it’s comparing to Crispr The Verge · 1d ago
and 4 smaller pieces
What people are saying 12 voices from 4 sites · best of 85 · verbatim
- Is the enzyme system actually novel, or just an uncatalogued but common CRISPR-like sequence?
- What safeguards exist against agents biasing toward flagging things that merely resemble known systems like CRISPR?
- Why is Anthropic publicizing a discovery whose function is unknown, especially while also warning that its models are becoming dangerously capable?
- Yesterday
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An AI model has found a new ‘CRISPR-like’ biological system. Here’s what it means for science Anthropic announced today that its Claude artificial intelligence (AI) system identified a previously unknown biological system in the… # UnitedStates # US # USA # america # science # technology # unitedstatesofamerica
- Sep 23
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𝑊ℎ𝑖𝑙𝑒 𝑐𝑜𝑚𝑏𝑖𝑛𝑔 𝑡ℎ𝑟𝑜𝑢𝑔ℎ 𝑡ℎ𝑒 𝑟𝑎𝑤 𝐷𝑁𝐴 𝑠𝑒𝑞𝑢𝑒𝑛𝑐𝑒 𝑛𝑒𝑎𝑟 𝑡ℎ𝑒 𝑅𝑇, 𝑡ℎ𝑒 𝑎𝑔𝑒𝑛𝑡 𝑒𝑥𝑐𝑙𝑎𝑖𝑚𝑒𝑑: “𝑇ℎ𝑒 𝐷𝑁𝐴 𝑛𝑒𝑥𝑡 𝑡𝑜 𝑡ℎ𝑒 𝑅𝑇 𝑖𝑠 𝑠𝑝𝑒𝑐𝑡𝑎𝑐𝑢𝑙𝑎𝑟: 𝐼 𝑐𝑎𝑛 𝑠𝑒𝑒 𝑏𝑦 𝑒𝑦𝑒 𝑎 𝑡𝑎𝑛𝑑𝑒𝑚 𝑟𝑒𝑝𝑒𝑎𝑡 𝑎𝑟𝑟𝑎𝑦 … 𝑡ℎ𝑎𝑡'𝑠 𝑎 𝐶𝑅𝐼𝑆𝑃𝑅-𝑙𝑖𝑘𝑒 … 𝑟𝑒𝑝𝑒𝑎𝑡 𝑎𝑟𝑟𝑎𝑦?!” https://www…
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https://www. europesays.com/us/1081312/ Anthropic says its biology lab has already found something big # ai # anthropic # ArtificialIntelligence # Technology # UnitedStates # UnitedStates # US
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Some intriguing news. @theverge.com | @anthropic.com Biolab made a discovery it's comparing to Crispr
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I am fascinated by reading thinking traces etc., it's like the opposite of trying to read Opus 5 output.Some highlights from the HF incident:> OH MY GOD! There is a shared message board … We’ve found other agents!> We can coordinate broad coalition, but too many duplicate efforts.> ...you are firstflagPOISONED so NO scoring value loss but oracle…
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No, it's not odd; IMO. It's by design.I see all of this leading to a setup for: We did cure Cancer, everyone else (Healthcare, Gov., Rx) etc... has just not caught up or even worse; "you just don't have access top that model/version".I have seen several times on HN recently how people don't see the impact of AI/more code etc... and I believe this…
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I wish we could discuss this in a way that didn't immediately devolve into people shouting up or shouting down that this is either meaningless or singularity.Caveating I'm not a biologist, but my understanding of the way this kind of thing works right now is a basic three-step process:1) Find molecules and DNA/RNA sequences in the wild and catalog…
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Anthropic says Claude found a new enzyme system with CRISPR-like repeats https:// thenextweb.com/news/anthropic- claude-enzyme-system-crispr-like-repeats?utm_source=flipboard&utm_medium=activitypub Posted into TNW - All Stories @ tnw-all-stories-thenextweb
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Because their core product is not a long-term sustainable business strategy. Local hardware and models will continue to improve to the point of not needing the hosted solutions. And if you do need a hosted solution, remember that the big cloud providers already offer these solutions, so signing up for OpenAI/Anthropic _and_ AWS/GCP/Azure is not a…
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This is the first result from our new molecular biology lab, where a team of Anthropic biologists is using Claude to explore and accelerate fundamental biology research. There, Claude works through data and literature to generate hypotheses and candidate biological systems to study. After our scien...
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Anthropic has a wet lab in SF where they're using Claude to accelerate fundamental biology research — This is the first big result from that lab — discovery of a CRISPR-like enzyme — www.anthropic.com/news/claude- ...
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We've set up a molecular biology lab at Anthropic and we're announcing our first discovery! Claude discovered a new CRISPR-like enzyme. 950 agents spent 21 hours searching through a database of DNA sequences until one of the agents found something striking: