📢 New social post: LLM agents reanalyze RNA-seq

[nekrut]

New social post based on Eight LLMs, one RNA-seq Dataset.

Channels: Galaxy Project (Mastodon, Bluesky, LinkedIn) + BRC Analytics (Mastodon, Bluesky, LinkedIn)
Hashtags: #UseGalaxy #RNAseq #AI #LLM #Bioinformatics

Images:

1. Published hero figure (SCF1 across attempts) from galaxyproject.org
2. Panel B — standalone "~47× spread in LLM cost" lollipop, rendered from the paper's plot_scf1_across_attempts.py and committed to posts/images/

🤖 Generated with Claude Code

[github-actions]

👋 Hello! I'm your friendly social media assistant. Below are the previews of this post:
posts/2026/2026-06-09-llm-agents-rnaseq.md

bluesky-galaxyproject

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: (1/2)

https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics (2/2)

mastodon-brc

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics

linkedin-galaxyproject

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics

linkedin-brc

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics

bluesky-brc

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: (1/2)

https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics (2/2)

mastodon-galaxyproject

Eight frontier LLMs, one RNA-seq dataset. We had them reproduce a published Candida auris analysis by using Orbit to drive Galaxy.

Six models independently replicated the original SCF1 downregulation finding—while their API costs varied 47× ($2.82–$131.83).

Read what we learned: https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/

#UseGalaxy #RNAseq #AI #LLM #Bioinformatics

[scottcain]

👍

[github-actions]

🎉 The post is now online. The links may take a few minutes to become active. Here are the links for this post:
posts/2026/2026-06-09-llm-agents-rnaseq.md

• mastodon-brc
• mastodon-galaxyproject
• bluesky-galaxyproject
• bluesky-brc

[github-actions]

Unfortunately, there was a problem!
I created a new PR for failed posts: #698