Please share🔉 We’re #hiring #AI #Engineers
@columbiaseas.bsky.social @cancerdynamics.bsky.social
🚀Join us to build foundation models that learn & reason about cancer systems, integrating #LLMs #causalAI and multi-modal #genomics. Shape the next-generation of cancer therapies! tinyurl.com/5n7wp8ck
@columbiaseas.bsky.social @cancerdynamics.bsky.social
🚀Join us to build foundation models that learn & reason about cancer systems, integrating #LLMs #causalAI and multi-modal #genomics. Shape the next-generation of cancer therapies! tinyurl.com/5n7wp8ck
October 24, 2025 at 2:37 PM
Please share🔉 We’re #hiring #AI #Engineers
@columbiaseas.bsky.social @cancerdynamics.bsky.social
🚀Join us to build foundation models that learn & reason about cancer systems, integrating #LLMs #causalAI and multi-modal #genomics. Shape the next-generation of cancer therapies! tinyurl.com/5n7wp8ck
@columbiaseas.bsky.social @cancerdynamics.bsky.social
🚀Join us to build foundation models that learn & reason about cancer systems, integrating #LLMs #causalAI and multi-modal #genomics. Shape the next-generation of cancer therapies! tinyurl.com/5n7wp8ck
Top Machine Learning Trends to Watch in 2024 #explainableAI #datasciencetrends #tinyML #largelanguagemodels #AutoML #MLOps #AItrends #AIinbusiness #futureofmachinelearning #causalAI
Top Machine Learning Trends to Watch in 2024
The AI Revolution Isn't Coming. It's Here. Let's be honest, trying to keep up with artificial intelligence feels like drinking from a firehose. One minute, we're impressed by an app…
jivoice.com
October 23, 2025 at 11:44 AM
Top Machine Learning Trends to Watch in 2024 #explainableAI #datasciencetrends #tinyML #largelanguagemodels #AutoML #MLOps #AItrends #AIinbusiness #futureofmachinelearning #causalAI
Great morning here in Copenhagen talking about how #CausalAI is transforming the way industries make data-driven decisions.
Big thanks to Felix and the team at ADC Consulting for the invite — and for the excellent breakfast. ☕️🥐
Big thanks to Felix and the team at ADC Consulting for the invite — and for the excellent breakfast. ☕️🥐
October 17, 2025 at 10:08 AM
Great morning here in Copenhagen talking about how #CausalAI is transforming the way industries make data-driven decisions.
Big thanks to Felix and the team at ADC Consulting for the invite — and for the excellent breakfast. ☕️🥐
Big thanks to Felix and the team at ADC Consulting for the invite — and for the excellent breakfast. ☕️🥐
The SD‑MDP framework splits causal graphs into independent sub‑graphs, cutting planning complexity to O(T log T) and integrating with Monte Carlo Tree Search. https://getnews.me/causal-disentanglement-boosts-monte-carlo-planning-for-complex-mdps/ #causalai #mdp #mcts
October 6, 2025 at 12:30 PM
The SD‑MDP framework splits causal graphs into independent sub‑graphs, cutting planning complexity to O(T log T) and integrating with Monte Carlo Tree Search. https://getnews.me/causal-disentanglement-boosts-monte-carlo-planning-for-complex-mdps/ #causalai #mdp #mcts
Researchers unveiled GCVAMD, a causal AI system that extracts hidden causal factors from raw OCT scans, identifying drusen and neovascularization. The model was submitted in October 2025. Read more: https://getnews.me/causal-ai-model-detects-amd-risk-factors/ #gcvamd #amd #causalai
October 6, 2025 at 11:56 AM
Researchers unveiled GCVAMD, a causal AI system that extracts hidden causal factors from raw OCT scans, identifying drusen and neovascularization. The model was submitted in October 2025. Read more: https://getnews.me/causal-ai-model-detects-amd-risk-factors/ #gcvamd #amd #causalai
A new estimand‑agnostic framework removes the need to pre‑define causal estimands for do‑Shapley and adds a fast algorithm that cuts runtime on large causal graphs. Read more: https://getnews.me/estimand-agnostic-do-shapley-advances-ai-explainability/ #explainability #causalai #shap
September 26, 2025 at 8:47 PM
A new estimand‑agnostic framework removes the need to pre‑define causal estimands for do‑Shapley and adds a fast algorithm that cuts runtime on large causal graphs. Read more: https://getnews.me/estimand-agnostic-do-shapley-advances-ai-explainability/ #explainability #causalai #shap
Elias Bareinboim has a new textbook, which is very comprehensive: causalai-book.net
The Book of Why by Pearl and Mackenzie is also always a good read.
The Book of Why by Pearl and Mackenzie is also always a good read.
Causal Artificial Intelligence Book
Causal Artificial Intelligence Book
causalai-book.net
September 26, 2025 at 6:07 AM
Elias Bareinboim has a new textbook, which is very comprehensive: causalai-book.net
The Book of Why by Pearl and Mackenzie is also always a good read.
The Book of Why by Pearl and Mackenzie is also always a good read.
A Sep 2025 study shows RLVR‑trained language reasoning models improve causal alignment versus standard LLMs or distilled LRMs; code is on GitHub. Read more: https://getnews.me/causal-reasoning-boosts-llm-and-lrm-performance-study-finds/ #causalai #rltraining
September 24, 2025 at 9:41 PM
A Sep 2025 study shows RLVR‑trained language reasoning models improve causal alignment versus standard LLMs or distilled LRMs; code is on GitHub. Read more: https://getnews.me/causal-reasoning-boosts-llm-and-lrm-performance-study-finds/ #causalai #rltraining
By treating missing discharge summaries as informative cues, a new causal AI framework raises readmission prediction AUC by up to 13.8%, while 24.5% of ICU patients lack such notes. Read more: https://getnews.me/causal-ai-framework-boosts-multimodal-clinical-data-analysis/ #causalai #multimodal
September 24, 2025 at 7:28 PM
By treating missing discharge summaries as informative cues, a new causal AI framework raises readmission prediction AUC by up to 13.8%, while 24.5% of ICU patients lack such notes. Read more: https://getnews.me/causal-ai-framework-boosts-multimodal-clinical-data-analysis/ #causalai #multimodal
The new GRID framework reached perfect F1 = 1.00 on three controlled HVAC benchmarks and scored 0.89 on the ASHRAE dataset, showing strong causal fault diagnosis. Read more: https://getnews.me/graph-based-reasoning-grid-boosts-ai-driven-hvac-fault-diagnosis/ #grid #hvac #causalai
September 24, 2025 at 5:54 AM
The new GRID framework reached perfect F1 = 1.00 on three controlled HVAC benchmarks and scored 0.89 on the ASHRAE dataset, showing strong causal fault diagnosis. Read more: https://getnews.me/graph-based-reasoning-grid-boosts-ai-driven-hvac-fault-diagnosis/ #grid #hvac #causalai
Neurotheory textbooks coming 2025/2026:
“Causal Artificial Intelligence” by Elias Bareinboim causalai-book.net
“The Brain, In Theory” by Romain Brette
press.princeton.edu/books/hardco...
“Theoretical Neuroscience Understanding Cognition” Xiao-Jing Wang
www.routledge.com/Theoretical-...
“Causal Artificial Intelligence” by Elias Bareinboim causalai-book.net
“The Brain, In Theory” by Romain Brette
press.princeton.edu/books/hardco...
“Theoretical Neuroscience Understanding Cognition” Xiao-Jing Wang
www.routledge.com/Theoretical-...
Causal Artificial Intelligence Book
Causal Artificial Intelligence Book
causalai-book.net
September 20, 2025 at 6:54 PM
Neurotheory textbooks coming 2025/2026:
“Causal Artificial Intelligence” by Elias Bareinboim causalai-book.net
“The Brain, In Theory” by Romain Brette
press.princeton.edu/books/hardco...
“Theoretical Neuroscience Understanding Cognition” Xiao-Jing Wang
www.routledge.com/Theoretical-...
“Causal Artificial Intelligence” by Elias Bareinboim causalai-book.net
“The Brain, In Theory” by Romain Brette
press.princeton.edu/books/hardco...
“Theoretical Neuroscience Understanding Cognition” Xiao-Jing Wang
www.routledge.com/Theoretical-...
Causal‑Counterfactual Retrieval‑Augmented Generation adds causal graph integration and counterfactual reasoning to RAG, aiming to improve coherence and cut hallucinations. https://getnews.me/causal-counterfactual-rag-boosts-retrieval-augmented-generation/ #retrievalaugmentedgeneration #causalai
September 19, 2025 at 6:55 PM
Causal‑Counterfactual Retrieval‑Augmented Generation adds causal graph integration and counterfactual reasoning to RAG, aiming to improve coherence and cut hallucinations. https://getnews.me/causal-counterfactual-rag-boosts-retrieval-augmented-generation/ #retrievalaugmentedgeneration #causalai
Get my copy: https://causalai-book.net/
Also, if you'd be interested in joining the Causal Experts Community, you can help shaping it by filling in this form: https://lnkd.in/dsq4-T6t
4/4
Also, if you'd be interested in joining the Causal Experts Community, you can help shaping it by filling in this form: https://lnkd.in/dsq4-T6t
4/4
September 3, 2025 at 8:29 AM
Get my copy: https://causalai-book.net/
Also, if you'd be interested in joining the Causal Experts Community, you can help shaping it by filling in this form: https://lnkd.in/dsq4-T6t
4/4
Also, if you'd be interested in joining the Causal Experts Community, you can help shaping it by filling in this form: https://lnkd.in/dsq4-T6t
4/4
A Brand-New Book on Causal AI (FREE)
Elias Bareinboim is an Associate Professor of Computer Science at Columbia University and the director of the CausalAI Lab.
1/n
#CausalSky #CausalAI
Elias Bareinboim is an Associate Professor of Computer Science at Columbia University and the director of the CausalAI Lab.
1/n
#CausalSky #CausalAI
September 3, 2025 at 8:29 AM
A Brand-New Book on Causal AI (FREE)
Elias Bareinboim is an Associate Professor of Computer Science at Columbia University and the director of the CausalAI Lab.
1/n
#CausalSky #CausalAI
Elias Bareinboim is an Associate Professor of Computer Science at Columbia University and the director of the CausalAI Lab.
1/n
#CausalSky #CausalAI
I have started reading the book "Causal Artificial Intelligence, A Roadmap for Building Causally Intelligent Systems" by Elias Barenboim. It seems that it will be a very fruitful reading. I want to thank Elias Barenboim very much for making the book available online.
causalai-book.net
causalai-book.net
Causal Artificial Intelligence Book
Causal Artificial Intelligence Book
causalai-book.net
September 2, 2025 at 1:28 PM
I have started reading the book "Causal Artificial Intelligence, A Roadmap for Building Causally Intelligent Systems" by Elias Barenboim. It seems that it will be a very fruitful reading. I want to thank Elias Barenboim very much for making the book available online.
causalai-book.net
causalai-book.net
Causal Artificial Intelligence Book
Causal Artificial Intelligence Book
causalai-book.net
August 31, 2025 at 5:54 PM
I'll send your friend a book.
When I visited my parents over the weekend, my father showed me this:
It’s his collection of every available translation of my book.
He orders each one from...
1/ 👇🏼
#FreeBook #Causality #CausalAI #CausalSky
When I visited my parents over the weekend, my father showed me this:
It’s his collection of every available translation of my book.
He orders each one from...
1/ 👇🏼
#FreeBook #Causality #CausalAI #CausalSky
August 29, 2025 at 8:55 AM
I'll send your friend a book.
When I visited my parents over the weekend, my father showed me this:
It’s his collection of every available translation of my book.
He orders each one from...
1/ 👇🏼
#FreeBook #Causality #CausalAI #CausalSky
When I visited my parents over the weekend, my father showed me this:
It’s his collection of every available translation of my book.
He orders each one from...
1/ 👇🏼
#FreeBook #Causality #CausalAI #CausalSky
Our following paper will appear in the proceedings of the 47th EMBC 2025.
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
Estimating individualised treatment effect (ITE) -- that is the causal effect of a set of variables (also called exposures, treatments, actions, policies, or interventions), referred to as \textit{com...
arxiv.org
August 25, 2025 at 8:38 PM
Our following paper will appear in the proceedings of the 47th EMBC 2025.
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
5/5 What's needed is a systematic move toward #causalAI. That's why I'm glad to see the folks at geminos.ai taking a broader approach—one that moves beyond today's purely associational machine learning and toward building systems with true understanding and measurable impact. 📈
August 22, 2025 at 7:35 AM
5/5 What's needed is a systematic move toward #causalAI. That's why I'm glad to see the folks at geminos.ai taking a broader approach—one that moves beyond today's purely associational machine learning and toward building systems with true understanding and measurable impact. 📈
🎉 Well Done Matthew Sperrin! 🎉
We’re proud to announce that our Manchester Spoke Lead for CHAI, Matthew Sperrin, is now a Professor of Biostatistics and Health Data Science!
Please join us in congratulating Matthew on his new title of Professor 🌟
#Milestone #CHAIHub #Innovation #CausalAI
We’re proud to announce that our Manchester Spoke Lead for CHAI, Matthew Sperrin, is now a Professor of Biostatistics and Health Data Science!
Please join us in congratulating Matthew on his new title of Professor 🌟
#Milestone #CHAIHub #Innovation #CausalAI
August 21, 2025 at 9:21 AM
🎉 Well Done Matthew Sperrin! 🎉
We’re proud to announce that our Manchester Spoke Lead for CHAI, Matthew Sperrin, is now a Professor of Biostatistics and Health Data Science!
Please join us in congratulating Matthew on his new title of Professor 🌟
#Milestone #CHAIHub #Innovation #CausalAI
We’re proud to announce that our Manchester Spoke Lead for CHAI, Matthew Sperrin, is now a Professor of Biostatistics and Health Data Science!
Please join us in congratulating Matthew on his new title of Professor 🌟
#Milestone #CHAIHub #Innovation #CausalAI
We are delighted to share our 1st paper (preprint) "Beyond Correlations: The Necessity and the Challenges of Causal AI", which is a roadmap for #AI researchers into the world of #CausalAI. It outlines the rationale and motivation for integrating #causality into AI.
www.techrxiv.org/doi/full/10....
www.techrxiv.org/doi/full/10....
August 20, 2025 at 1:16 PM
We are delighted to share our 1st paper (preprint) "Beyond Correlations: The Necessity and the Challenges of Causal AI", which is a roadmap for #AI researchers into the world of #CausalAI. It outlines the rationale and motivation for integrating #causality into AI.
www.techrxiv.org/doi/full/10....
www.techrxiv.org/doi/full/10....
📢 Dr. Jessica Schrouff has joined our Independent Advisory Board!
Jessica is a Director of Responsible AI at GlaxoSmithKline (GSK) in London.
We look forward to working with Jessica and welcoming her to the CHAI community.
#CHAIHub #AIInnovation #CausalAI #Healthcare #Collaboration
Jessica is a Director of Responsible AI at GlaxoSmithKline (GSK) in London.
We look forward to working with Jessica and welcoming her to the CHAI community.
#CHAIHub #AIInnovation #CausalAI #Healthcare #Collaboration
August 14, 2025 at 7:47 AM
📢 Dr. Jessica Schrouff has joined our Independent Advisory Board!
Jessica is a Director of Responsible AI at GlaxoSmithKline (GSK) in London.
We look forward to working with Jessica and welcoming her to the CHAI community.
#CHAIHub #AIInnovation #CausalAI #Healthcare #Collaboration
Jessica is a Director of Responsible AI at GlaxoSmithKline (GSK) in London.
We look forward to working with Jessica and welcoming her to the CHAI community.
#CHAIHub #AIInnovation #CausalAI #Healthcare #Collaboration
📢Join Us for a workshop funded by our Events and Workshop Fund on Monday 6th of October!
📍St Lukes Chapel, University of Oxford
🎟️ www.eventbrite.co.uk/e/causal-ai-...
Funding information: www.chai.ac.uk/eventsfund
#CHAIHub #AIInnovation #CausalAI #Healthcare #EventSuccess #Collaboration
📍St Lukes Chapel, University of Oxford
🎟️ www.eventbrite.co.uk/e/causal-ai-...
Funding information: www.chai.ac.uk/eventsfund
#CHAIHub #AIInnovation #CausalAI #Healthcare #EventSuccess #Collaboration
Causal AI for Policy and Practice in Primary Care Workshop
Join us for a hands-on workshop exploring how causal AI can be applied to improve primary care practices!
www.eventbrite.co.uk
August 12, 2025 at 11:05 AM
📢Join Us for a workshop funded by our Events and Workshop Fund on Monday 6th of October!
📍St Lukes Chapel, University of Oxford
🎟️ www.eventbrite.co.uk/e/causal-ai-...
Funding information: www.chai.ac.uk/eventsfund
#CHAIHub #AIInnovation #CausalAI #Healthcare #EventSuccess #Collaboration
📍St Lukes Chapel, University of Oxford
🎟️ www.eventbrite.co.uk/e/causal-ai-...
Funding information: www.chai.ac.uk/eventsfund
#CHAIHub #AIInnovation #CausalAI #Healthcare #EventSuccess #Collaboration
