📢 New Post: https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/ (#701)

galaxy-social-bot[bot] · scottcain · web-flow · commit fd4c48275066 · 2026-06-23T07:45:22.000+02:00
* Add Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit for linkedin-galaxyproject

* Add Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit for bluesky-galaxyproject

* Add Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit for matrix-eu-announce, mastodon-eu-freiburg

* Add Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit for mastodon-galaxyproject

---------

Co-authored-by: galaxy-social-bot[bot] &lt;171031730+galaxy-social-bot[bot]@users.noreply.github.com&gt;
Co-authored-by: Scott Cain &lt;scott+git@scottcain.net&gt;
diff --git a/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-eu.md b/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-eu.md
@@ -0,0 +1,17 @@
+---
+media:
+- matrix-eu-announce
+- mastodon-eu-freiburg
+mentions:
+  mastodon-eu-freiburg:
+  - galaxyproject@mstdn.science
+hashtags:
+  mastodon-eu-freiburg:
+  - UseGalaxy
+  - GalaxyProject
+  - EOSC
+  - UniFreiburg
+---
+We pointed eight frontier LLMs at the same Candida auris RNA-seq study and asked each to reanalyze it on Galaxy through Orbit. Six reproduced the headline result — and the failures taught us more than the successes.
+https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/
+![SCF1 expression across the eight reanalysis attempts](https://galaxyproject.org/images/news/2026-06-09-llm-agents-reanalyze-rnaseq/scf1-across-attempts.png)
diff --git a/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-global_group1.md b/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-global_group1.md
@@ -0,0 +1,12 @@
+---
+media:
+- linkedin-galaxyproject
+hashtags:
+  linkedin-galaxyproject:
+  - UseGalaxy
+  - GalaxyProject
+  - EOSC
+---
+We pointed eight frontier LLMs at the same Candida auris RNA-seq study and asked each to reanalyze it on Galaxy through Orbit. Six reproduced the headline result — and the failures taught us more than the successes.
+https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/
+![SCF1 expression across the eight reanalysis attempts](https://galaxyproject.org/images/news/2026-06-09-llm-agents-reanalyze-rnaseq/scf1-across-attempts.png)
diff --git a/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-global_group2.md b/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-global_group2.md
@@ -0,0 +1,12 @@
+---
+media:
+- bluesky-galaxyproject
+hashtags:
+  bluesky-galaxyproject:
+  - UseGalaxy
+  - GalaxyProject
+  - EOSC
+---
+We pointed eight frontier LLMs at the same Candida auris RNA-seq study and asked each to reanalyze it on Galaxy through Orbit. Six reproduced the headline result — and the failures taught us more than the successes.
+https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/
+![SCF1 expression across the eight reanalysis attempts](https://galaxyproject.org/images/news/2026-06-09-llm-agents-reanalyze-rnaseq/scf1-across-attempts.png)
diff --git a/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-us.md b/posts/json_bot/galaxy_news/2026-06-09-llm-agents-reanalyze-rnaseq-us.md
@@ -0,0 +1,15 @@
+---
+media:
+- mastodon-galaxyproject
+mentions:
+  mastodon-galaxyproject:
+  - "galaxyfreiburg@baw\xFC.social"
+hashtags:
+  mastodon-galaxyproject:
+  - UseGalaxy
+  - GalaxyProject
+  - EOSC
+---
+We pointed eight frontier LLMs at the same Candida auris RNA-seq study and asked each to reanalyze it on Galaxy through Orbit. Six reproduced the headline result — and the failures taught us more than the successes.
+https://galaxyproject.org/news/2026-06-09-llm-agents-reanalyze-rnaseq/
+![SCF1 expression across the eight reanalysis attempts](https://galaxyproject.org/images/news/2026-06-09-llm-agents-reanalyze-rnaseq/scf1-across-attempts.png)
