Anthropic says its AI Claude has “autonomously discovered” a new enzyme system similar to machinery behind the powerful gene-editing tool Crispr. The company calls it the first result from its newly-launched wet lab and an early test of Claude’s usefulness for science as Anthropic prepares to go public.
The Discovery
Nearly 1,000 Claude agents spent 21 hours and processed 210 million tokens to uncover the “novel enzyme system.” Over 21 hours, Anthropic said nearly 950 Claude agents worked through the tokens before one spotted an unusual repeating pattern in the dataset and flagged it for human review. Further analysis and lab testing revealed “a previously uncharacterized enzyme system found in bacteriophages,” a type of virus that infects bacteria.
Anthropic says Claude discovered the enzyme system by searching through a huge collection of DNA sequences, with its scientists’ contribution confined to the original prompt and lab work. The company remains engaged in figuring out what the enzyme system actually does.
Anthropic’s Announcement
Anthropic has stated that it remains engaged in the effort to comprehend the function of the enzyme system, while also expressing that it felt the system was “important to share such findings early, both to demonstrate Claude’s capabilities and to give the broader community insight into what we’re working on.”.
Anthropic calls the announcement premature. The comparison to Crispr holds up, yet it is still uncertain whether the discovery will prove useful at all, much less be as world-changing as that gene-editing technology.
The Bigger Picture
Anthropic is working to draw more researchers into its lab while moving into fields such as drug discovery, a move that coincides with AI firms turning to scientific research to show what their more capable models can do. At the same time, OpenAI has been pushing through increasingly difficult math problems, largely ignoring the academic norms and traditions of the field.
| Stage | Detail |
|---|---|
| Claude search | Nearly 1,000 agents over 21 hours |
| Tokens processed | 210 million |
| Pattern flagged | Unusual repeating sequence |
| Human review | Required before confirmation |
| Final result | Previously uncharacterized enzyme system in bacteriophages |
Key Numbers
- Agents: Nearly 1,000
- Time: 21 hours
- Tokens: 210 million
- Pattern flagged: Unusual repeating sequence
- Result: Previously uncharacterized enzyme system in bacteriophages
The announcement gives a first look at what Claude can accomplish. The company is still working out how the enzyme system functions, and there is no certainty yet about whether it will ever be put to practical use.
Source material: “Anthropic’s biolab made a discovery it’s comparing to Crispr,” The Verge.
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