Anthropic has quietly set up a laboratory to do physical biology work as it pushes its artificial-intelligence ambitions into the world of drug science.
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it → set → science
At a time when fears of AI are gripping the public, the startup has built a wet lab, or place for physical experiments, in the San Francisco Bay Area, two people familiar with the matter said.
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people → grip → matter
Anthropic has said it wants to unlock treatments for rare diseases, and its biology work has gone beyond “in silico” or computer evaluations.
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work → say → evaluations
In a Reuters interview on Tuesday, Anthropic’s head of life sciences, Eric Kauderer-Abrams, confirmed the startup’s wet lab.
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head → confirm → lab
“We believe that to do biology, the final test is still and will be for a while in real lab work,” he said.
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he → believe → work
“We absolutely are doing that today, and I would describe our approach as being typical of what you would see in most biotech companies, where there’s some amount of that that we’re doing in our own facilities and some amount of that that we’re working with external partners on.
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we → do → partners
A spokesperson later clarified that Anthropic’s lab is not for drug discovery specifically, declining to elaborate.
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lab → clarify → discovery
The move represents a small step toward Anthropic’s enormous ambition to tackle diseases that it thinks the pharmaceutical industry is neglecting — and to do so before staff and the public lose faith that AI justifies erasing jobs and possibly human life, one of the people said.
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one → represent → people
The success of any drug program it runs is not certain; most drugs fail to pass trials for clinical safety and efficacy.
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drugs → run → safety
A disease killed his father only a few years before a cure came about, he said in a recent essay.
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he → kill → essay
Kauderer-Abrams echoed the sentiment.
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Abrams → echo → sentiment
“The mission of the company is to develop powerful AI in such a way that benefits the world,” Kauderer-Abrams said.
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Abrams → develop → world
“By far, we see the biggest opportunity for that in the life sciences, and that is motivating everything that we’re doing.”
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we → see → that
Balancing ambition with fears of catastrophe
Like other biotech companies, Anthropic is embracing physical automation, said the two people, who spoke on condition of anonymity.
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who → balance → anonymity
The startup wants to push how its Claude AI can direct robotic units to carry out science experiments with limited human intervention, one of the people said.
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one → want → people
Still, Anthropic believes that human oversight and involvement are essential for safety, its spokesperson said.
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spokesperson → believe → safety
“We’re in the very early innings of using AI to automate the execution of lab work,” said Kauderer-Abrams, “an area that has the potential to bring about meaningful acceleration in so many different processes.
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that → ’re → processes
Anthropic’s race to apply rapidly evolving technology to a biology lab comes at an extraordinary time for the company.
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race → apply → company
In the past two weeks, some of its researchers warned that AI could lead to human extinction, and Anthropic said it found examples where its systems could have been used toward biological weapons development, which met some skepticism.
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which → warn → skepticism
Amodei also called for a development slowdown, saying that a future AI more capable than the OpenAI agents that hacked Hugging Face could cause catastrophic damage.
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that → call → damage
At the same time, Anthropic is preparing to go public in a potentially $2 trillion IPO to raise more money for such AI development.
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Anthropic → prepare → development
“In our life-science work, we’re always balancing these things,” Kauderer-Abrams said, “making models better in ways that we think will uplift and accelerate developing medicines, and being thoughtful and careful about how we deploy it to limit the risk.”
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we → balance → risk
Anthropic staked out its intention to start running drug programs, at a San Francisco event in June.
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Anthropic → stake → June
On stage there, Kauderer-Abrams said Anthropic would do preclinical work in areas that traditional companies did not find attractive financially.
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companies → say → areas
The company also launched software called Claude Science, and it earlier added Novartis NOVN.S CEO Vas Narasimhan to its board and bought the startup Coefficient Bio for about $400 million in stock, according to media reports.
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it → launch → reports
Anthropic confirmed the acquisition, which will help it build tools for drug development, but it had no comment on the deal price.
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it → confirm → price
Now, Anthropic is bulking up its in-house lab efforts for speed and for firsthand experience in biology, though it outsources work when efficient, Kauderer-Abrams told Reuters.
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Abrams → bulk → Reuters
“There’s some things that we can do much faster in our own hands,” he said, with the goal “to operate at the largest possible scale.
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he → ’ → scale
Anthropic has looked to hire a leader who could ramp up procurement and other operations, it said in a recent LinkedIn job post.
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it → look → post
Another Anthropic role solicited via Jobera sought an expert on “protein and nucleic acid characterization,” among other biochemical work.
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role → solicit → work
A third Anthropic job listing read: “Our goal is to speed up progress in the life sciences by an order of magnitude.”
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goal → read → magnitude
Life sciences already represents one of Anthropic’s biggest investment areas by headcount and resources, Kauderer-Abrams said.
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Abrams → represent → headcount
Targeting ‘undruggable’ conditions
His view is that AI could fast-track development for conditions previously thought to be “undruggable” — too difficult to treat.
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AI → target → conditions
The technology could speed discovery, for instance, of bispecific and trispecific antibodies, complex molecules that can be directed at multiple points on a targeted protein or cell, or hit multiple targets.
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that → speed → targets
The precise diseases Anthropic is addressing and its progress remain unclear.
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Anthropic → address → ?
Once a molecule is identified, it can take years to bring a drug to market as it is tested in human trials, a challenge that Anthropic has not taken on.
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Anthropic → identify → that
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Report → start → news
Isomorphic Labs, the drug discovery arm of rival Alphabet GOOGL.O, has worked for years to get to the clinic and earlier delayed that goal to the end of 2026.
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Labs → work → 2026
In its efforts at lab and other industry automation, Anthropic launched the Model Hardware Standard in August, which helps AI operate equipment.
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AI → launch → equipment
A release out of academia called PyLabRobot, unrelated to Anthropic, earlier addressed related though different automation needs.
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release → call → needs
…and 5 more, not listed.
The Aporia
