The conversation

Lessons learnedExperience excerpt · English

I built one of the connected tools included in this launch (the Biomni HPC [1]), and I have spent …

I built one of the connected tools included in this launch (the Biomni HPC [1]), and I have spent an inordinate amount of my life working on this problem. (I also worked at Anthropic, but not on this product.) As other comments have pointed out, this is for data science – but it's capable of more than making plots and writing papers [2]. It has integrations with many databases and computational tools, including a researcher's institutional cluster. That alone is valuable. I founded a startup after struggling with this problem at a bio startup; integrating these tools and databases is hard and time consuming. If the only outcome of this product is that great APIs are built for LLMs, it will be a massive positive impact. Many databases used in computational genomics are still only accessible through FTP! LLMs are particularly good at navigating these tools and databases. It's often very specialized, but straightforward, work that benefits from in-context skills. …

Original discussionClaude Science174 source comments · at import
7

Community replies 0

No community replies yet. Add your perspective.

Replies from the source 7

Direct replies available in this import. Original-language excerpts.

AA

Can you speak to what makes this different from simply including or configuring various agent skills? Or is it simply the combination of lots of helpful defaults that makes this product useful?

Full original
ME

Sounds like the perfect use case for some kind of framework where you have a local LLM (that can run on lower spec hardware) collaborating with the main LLM to optimise latency and all the other niche and legacy use cases ?

Full original
SU

Connecting AI directly to the data sources (instead of just asking it to provide code that I run locally for myself) can get quite complicated in terms of meeting institutional policy, applicable law, data access-storage requirements (e.g. NIH data repositories), and can require legal agreements between institutions and the AI provider. I cannot touch. At least not yet.

Full original
IM

I'd really like to see much better visualization from Claude Science at some point. Educational-esque, with full threejs + shaders scenes over just these plots and protein/chemical structures. This for a lot of papers in the literature review would be awesome.

Full original
ED

Previously integrated Biomni into our intelligent workspace: https://blog.codesolvent.com/2025/07/ai-assistant-with-biome... Happy to chat if intrigued.

Full original
NH

> https://www.anthropic.com/_next/image?url=https%3A%2F%2Fwww-... Did it produce this absolute clanger of a visualisation that still proudly sits on top an anthropic blog post?

Full original
RI

Thank you for this summary. Especially interested about the wetlab & CRO tie-in. What is meant by a ‘researcher’s institutional cluster’?

Full original
Continue on Hacker News

Respect different perspectives. Share concrete experiences.

Sign in to post, reply, repost, and quote.