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Claude identifies enzyme system with CRISPR-like repeats

Anthropic said its Claude system found a previously uncharacterised enzyme system in bacteriophages after searching genomic data, while researchers said its biological function is still unknown.

Interesting Engineering

Anthropic said Claude identified a previously uncharacterised enzyme system in bacteriophages after searching more than 200,000 reverse transcriptases. The system was called array-associated reverse transcriptase, or ART, and Anthropic said it joined a reverse transcriptase, a neighbouring gene and a long repeat array.

Anthropic said the search was part of its life sciences research programme. It said about 950 agents spent 21 hours on the work, using around 210 million tokens, and that the process produced thousands of candidates before narrowing them to 20 detailed reports.

One Claude agent focused on an unusual reverse transcriptase family and examined the surrounding DNA. Anthropic said it detected a tandem repeat array, counted the repeats, measured their spacing, compared the pattern with known systems and searched the literature before flagging the sequence for review.

Anthropic said earlier studies had already identified the reverse transcriptase in a jumbo phage, but that the broader system and the extra protein had not been recognised before. Initial laboratory experiments found that the repeat array was expressed as multiple distinct short RNAs, while the function of ART remained unknown.

Anthropic said the work was still at an early stage and that further experiments were under way. Feng Zhang, a professor at MIT and the Broad Institute, said the finding was intriguing and deserved more investigation, and Anthropic said it had set up a Bay Area molecular biology laboratory to test candidates from computational searches.

Named in this story

People

Feng Zhang
said the finding warranted further investigation

Companies

Anthropic
said Claude found the enzyme system and runs the life sciences programme

Organisations

MIT
is the institution where Feng Zhang is a professor
Broad Institute
is the other institution where Feng Zhang is a professor

Products and systems

Claude
searched genomic data and surfaced the candidate system
array-associated reverse transcriptase (ART)
the newly identified enzyme system described in the article

Places

Bay Area
is where Anthropic said it had set up a molecular biology laboratory

How the source tells it

The piece reads as a capability story, with novelty-led and promotional language around AI-assisted discovery.

  • novelty the finding is framed as a newly identified and previously unrecognised system
  • vendor boosterism the company’s description of AI agents helping scientists uncover hidden biology is used to showcase its own programme
  • speculation future biotechnology uses are mentioned as possible rather than established