The registration and abstract submission is now open via the conference website: perturb2026.bio
Meet the Speaker: @priscaliberali.bsky.social
The registration and abstract submission is now open via the conference website: perturb2026.bio
Meet the Speaker: @priscaliberali.bsky.social
Frontiers
www.frontiersin.org/journals/psy...
Frontiers
www.frontiersin.org/journals/psy...
💬 CellHermes: Turns omics into natural language to unify encoding, prediction & explanation.
🗺️ CONCERT: Learns niche-aware perturbation responses
⚙️ Monod: Replaces heuristic scRNA-seq workflows with mechanistic transcription modeling.
💬 CellHermes: Turns omics into natural language to unify encoding, prediction & explanation.
🗺️ CONCERT: Learns niche-aware perturbation responses
⚙️ Monod: Replaces heuristic scRNA-seq workflows with mechanistic transcription modeling.
Context is everything: from immune barriers to mechanistic and spatial AI models
open.substack.com/pub/behindth...
#Cancer #SpatialOmics #SystemsBiology #scRNA #AI
Context is everything: from immune barriers to mechanistic and spatial AI models
open.substack.com/pub/behindth...
#Cancer #SpatialOmics #SystemsBiology #scRNA #AI
www.biorxiv.org/content/10.1...
https://arxiv.org/pdf/2511.10869
Tamanna Zakia et al.
https://arxiv.org/pdf/2511.10869
Tamanna Zakia et al.
Improved treatment requires long-term extensive additional work.
Improved treatment requires long-term extensive additional work.
There is a small but significant component of mechanistic biology where AI can be helpful, but to create hype = snakeoil
Stop creating and buying hype
There is a small but significant component of mechanistic biology where AI can be helpful, but to create hype = snakeoil
Stop creating and buying hype
#AI2AIR
#AI2AIR
Designed and proven using entirely mechanistic method and observational data, with a healthy side order of biochemistry.
And fielded for decades with huge successes, without a single randomized trial as proof.
& today, groups of MDs work tirelessly to prove N95 don’t work vs viruses.
Born in St. John's in 1879, he invented the gas mask during the First World War. His design was adopted by the British Army. He later became the president of the St. John's Clinical Society and the Newfoundland Medical Association.
Designed and proven using entirely mechanistic method and observational data, with a healthy side order of biochemistry.
And fielded for decades with huge successes, without a single randomized trial as proof.
& today, groups of MDs work tirelessly to prove N95 don’t work vs viruses.
plos.io/47VjLRn
plos.io/47VjLRn
This approach could reshape research in Long COVID, ME/CFS, and other complex post-viral or neuroimmune diseases
This approach could reshape research in Long COVID, ME/CFS, and other complex post-viral or neuroimmune diseases
It wants you to go into needles verbose scientific detail because it doesn’t want you creating “simple fixes” out of an abundance of caution.
But!
When you show it the mechanism for by which these things could occur then it’s all about how you are correct. 🤔
#Weird
It wants you to go into needles verbose scientific detail because it doesn’t want you creating “simple fixes” out of an abundance of caution.
But!
When you show it the mechanism for by which these things could occur then it’s all about how you are correct. 🤔
#Weird