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

Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit

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.

Galaxy Project

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

Eight LLMs, one RNA-seq dataset: what we learned controlling Galaxy from Orbit

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.

Galaxy Project

📣 BRC-Analytics at ASM-Microbe 2026

Open Community Forum to discuss activities at the NIAID BRCs.

📍 Courtyard by Marriott, Washington Downtown/Convention Center, 2nd floor, room Shaw A
📅 5 June 2026
🔗 More info & registration: https://galaxyproject.org/events/2026-06-05-brc-asm-microbe/

#UseGalaxy #GalaxyProject

BRC-Analytics at ASM-Microbe 2026

Open Community Forum to discuss activities at the NIAID BRCs.

That’s a wrap on the Galaxy Training Academy 2026! 🎉

Thank you to everyone who joined us last week, followed along with tutorials, asked questions, supported participants, and helped make GTA2026 such a success.

GTA week may be over, but the learning doesn’t stop here. You can continue exploring Galaxy training materials anytime: https://training.galaxyproject.org/training-material/

We’re so grateful to everyone who made this event possible. See you around the Galaxy! 🌌

#GTA2026 #usegalaxy

Galaxy Training!

Collection of tutorials developed and maintained by the worldwide Galaxy community

Galaxy Training Network

📣 Galaxy at the Digital Research Infrastructure for the Arts and Humanities (DARIAH) Annual event
📍 Rome, Italy
📅 27 May 2026
🔗 More info & registration: https://galaxyproject.org/events/2026-05-29-dariah/

@galaxyproject
#UseGalaxy #GalaxyProject #EOSC #EuroScienceGateway #UniFreiburg

Galaxy at the DARIAH Annual event

Galaxy Community Hub

📣 Galaxy at the Digital Research Infrastructure for the Arts and Humanities (DARIAH) Annual event

📍 Rome, Italy
📅 27 May 2026
🔗 More info & registration: https://galaxyproject.org/events/2026-05-29-dariah/

@galaxyfreiburg
#UseGalaxy #GalaxyProject #EOSC #EuroScienceGateway

Galaxy at the DARIAH Annual event

Galaxy Community Hub

The Galaxy Training Academy, a #free asynchronous, self-paced online #learning event across various domains, starts next week.

We are excited to feature with a track on #Dh as well.

All material is based on #oer from the @gtn

Join us and learn more about #usegalaxy and how to analyse your scientific data!

https://training.galaxyproject.org/training-material/events/2026-05-18-galaxy-academy.html

Sign up until the end of the week!

#opensource #digitalHumanities

Galaxy Training Academy 2026

The Galaxy Training Academy is a self-paced online training event for beginners and advanced learners who want to improve their data analysis skills in Galaxy and/or in popular fields in bioinformatics. Over the course of one week, we offer a diverse selection of learning tracks for you.

Galaxy Training Network

📣 Galaxy Beyond Basics: Mastering Workflows, Automation, and Scalability

Join us for an intensive, week-long, in-person training designed to elevate your Galaxy expertise to new heights

📍 Paris, France
📅 12 October 2026
🔗 More info & registration: https://training.galaxyproject.org/training-material/events/2026-10-12-Advanced-Galaxy-Training.html

@galaxyfreiburg
#UseGalaxy #GalaxyProject #EOSC #EuroScienceGateway

Galaxy Beyond Basics: Mastering Workflows, Automation, and Scalability

Join us for an **intensive, week-long, in-person training** designed to elevate your Galaxy expertise to new heights. This workshop is tailored for **data scientists, advanced Galaxy users, and team leaders** who need to **scale, automate, and publish** their data analysis workflows for **batch processing and production-level applications**.

Galaxy Training Network

📣 Galaxy Beyond Basics: Mastering Workflows, Automation, and Scalability

Join us for an intensive, week-long, in-person training designed to elevate your Galaxy expertise to new heights

📍 Paris, France
📅 12 October 2026
🔗 More info & registration: https://training.galaxyproject.org/training-material/events/2026-10-12-Advanced-Galaxy-Training.html

@galaxyproject
#UseGalaxy #GalaxyProject #EOSC #EuroScienceGateway #UniFreiburg

Galaxy Beyond Basics: Mastering Workflows, Automation, and Scalability

Join us for an **intensive, week-long, in-person training** designed to elevate your Galaxy expertise to new heights. This workshop is tailored for **data scientists, advanced Galaxy users, and team leaders** who need to **scale, automate, and publish** their data analysis workflows for **batch processing and production-level applications**.

Galaxy Training Network

📣 Enter the Galaxy: How to leverage the open source platform Galaxy for the Digital Humanities and Social Sciences

None

📍 Online
📅 8 May 2026
🔗 More info & registration: https://galaxyproject.org/events/2026-05-08-dhxpresso/

@galaxyfreiburg
#UseGalaxy #GalaxyProject #EOSC #EuroScienceGateway

Enter the Galaxy: How to leverage the open source platform Galaxy for the Digital Humanities and Social Sciences

Galaxy Community Hub