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
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. ☕️🥐
What irony.
...
Yesterday, I got a message from Instagram stating that one of my reels violated their community policy.
1/n
#CausalSky #causalAI #machinelearning
#CausalBanditsPodcast #causality #causalinference
youtube.com/shorts/UV-PF...
...
Yesterday, I got a message from Instagram stating that one of my reels violated their community policy.
1/n
#CausalSky #causalAI #machinelearning
#CausalBanditsPodcast #causality #causalinference
youtube.com/shorts/UV-PF...
🤖 How are your decisions, AI? [Backstory in the description]
What irony....Yesterday, I got a message from Instagram stating that one of my reels violated their community policy.Pretty surprised, I started reading to u...
youtube.com
January 24, 2024 at 12:10 PM
What irony.
...
Yesterday, I got a message from Instagram stating that one of my reels violated their community policy.
1/n
#CausalSky #causalAI #machinelearning
#CausalBanditsPodcast #causality #causalinference
youtube.com/shorts/UV-PF...
...
Yesterday, I got a message from Instagram stating that one of my reels violated their community policy.
1/n
#CausalSky #causalAI #machinelearning
#CausalBanditsPodcast #causality #causalinference
youtube.com/shorts/UV-PF...
@jwmason.bsky.social The other thing worth knowing is that bigger LLMs are not the only path forward for AI. Combining LLMs with symbolic/causal models has the promise of creating hybrid AI systems that are much more reliable in reflecting the world as it is.
#AI #SymbolicAI #CausalAI
#AI #SymbolicAI #CausalAI
Chatbots — LLMs — do not know facts and are not designed to be able to accurately answer factual questions. They are designed to find and mimic patterns of words, probabilistically. When they’re “right” it’s because correct things are often written down, so those patterns are frequent. That’s all.
June 19, 2025 at 3:06 PM
@jwmason.bsky.social The other thing worth knowing is that bigger LLMs are not the only path forward for AI. Combining LLMs with symbolic/causal models has the promise of creating hybrid AI systems that are much more reliable in reflecting the world as it is.
#AI #SymbolicAI #CausalAI
#AI #SymbolicAI #CausalAI
My PR to the #EconML #PyWhy #opensource #causalai project was merged! 🎉 I made a small contribution by allowing a flexible choice of evaluation metric for scoring both the first stage and final stage models in Double Machine Learning (#DML).
#CausalInference #machinelearning #datascience
#CausalInference #machinelearning #datascience
July 10, 2025 at 2:55 PM
My PR to the #EconML #PyWhy #opensource #causalai project was merged! 🎉 I made a small contribution by allowing a flexible choice of evaluation metric for scoring both the first stage and final stage models in Double Machine Learning (#DML).
#CausalInference #machinelearning #datascience
#CausalInference #machinelearning #datascience
This is the first path diagram created by Sewall Wright (1921). Thanks to his love of guinea pigs, we can now combine quantitative data with qualitative knowledge to estimate causation—before people thought causation only meant perfect correlation! #MachineLearning #CausalAI #ai #datascience
November 23, 2024 at 1:30 PM
This is the first path diagram created by Sewall Wright (1921). Thanks to his love of guinea pigs, we can now combine quantitative data with qualitative knowledge to estimate causation—before people thought causation only meant perfect correlation! #MachineLearning #CausalAI #ai #datascience
Causal inference is key for robust & reliable AI! 🤔 Moving beyond correlation. [URL] Awesome Drawing tools for Neural Net Architecture [URL] #CausalAI #AI #MachineLearning #ICML #UAI
June 14, 2025 at 7:24 AM
Causal inference is key for robust & reliable AI! 🤔 Moving beyond correlation. [URL] Awesome Drawing tools for Neural Net Architecture [URL] #CausalAI #AI #MachineLearning #ICML #UAI
It was a pleasure, alongside @jermainkaminski.bsky.social , to share our research insights on the state of industry adoption and use cases of #causalAI with the data science and analytics team at Henkel. Such exchanges between academia and practice are always mutually beneficial for both sides! 💡
July 3, 2024 at 6:14 PM
It was a pleasure, alongside @jermainkaminski.bsky.social , to share our research insights on the state of industry adoption and use cases of #causalAI with the data science and analytics team at Henkel. Such exchanges between academia and practice are always mutually beneficial for both sides! 💡
Very important distinction: knowledge vs understanding. No understanding without a formal paradigm of causality.
Feynman:
youtu.be/NM-zWTU7X-k...
#AI #LLM #CausalAI
Feynman:
youtu.be/NM-zWTU7X-k...
#AI #LLM #CausalAI
- YouTube
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
youtu.be
December 15, 2024 at 10:17 PM
Very important distinction: knowledge vs understanding. No understanding without a formal paradigm of causality.
Feynman:
youtu.be/NM-zWTU7X-k...
#AI #LLM #CausalAI
Feynman:
youtu.be/NM-zWTU7X-k...
#AI #LLM #CausalAI
Great interview with Stu Frost from Geminos Software on the Next Frontiers of AI Podcast, discussing #CausalAI. Highly recommend giving it a listen! www.youtube.com/watch?v=5qhD...
5. AI That Knows Why | The Next Frontiers of AI
YouTube video by SiliconANGLE theCUBE
www.youtube.com
February 28, 2025 at 4:19 PM
Great interview with Stu Frost from Geminos Software on the Next Frontiers of AI Podcast, discussing #CausalAI. Highly recommend giving it a listen! www.youtube.com/watch?v=5qhD...
My first post on this platform is on #CausalAI
💡 We just published a tutorial on getting started with #CausalAI using #DoWhy in Python at DataCamp. Soon there will also be a podcast released in which I get deeper into the topic of causality and why it's crucial for effective business decision-making.
www.datacamp.com/tutorial/int...
www.datacamp.com/tutorial/int...
September 20, 2023 at 9:34 PM
My first post on this platform is on #CausalAI
Tomorrow, September 21, at 2pm EST, Amit Gandhi (Airbnb) and I will chat about the usage of different Causal Inference tools in the tech industry as part of the CausalAI conference!
Everything will be live on Youtube: causalaiconference.com
Many other cool talks, too!
Everything will be live on Youtube: causalaiconference.com
Many other cool talks, too!
September 21, 2023 at 3:00 AM
Tomorrow, September 21, at 2pm EST, Amit Gandhi (Airbnb) and I will chat about the usage of different Causal Inference tools in the tech industry as part of the CausalAI conference!
Everything will be live on Youtube: causalaiconference.com
Many other cool talks, too!
Everything will be live on Youtube: causalaiconference.com
Many other cool talks, too!
Causal Artificial Intelligence Book
Causal Artificial Intelligence Book
causalai-book.net
August 31, 2025 at 5:54 PM
🌍The ISP group will be part of the #EGU25 in Vienna & Online (27 Apr–2 May)!
👥Our team & collaborators will be sharing advances in AI, hybrid modeling, #CausalAI discovery and #ClimateScience.
🔗Read the full program: egu25.eu
🧵
👥Our team & collaborators will be sharing advances in AI, hybrid modeling, #CausalAI discovery and #ClimateScience.
🔗Read the full program: egu25.eu
🧵
April 24, 2025 at 1:32 PM
🌍The ISP group will be part of the #EGU25 in Vienna & Online (27 Apr–2 May)!
👥Our team & collaborators will be sharing advances in AI, hybrid modeling, #CausalAI discovery and #ClimateScience.
🔗Read the full program: egu25.eu
🧵
👥Our team & collaborators will be sharing advances in AI, hybrid modeling, #CausalAI discovery and #ClimateScience.
🔗Read the full program: egu25.eu
🧵
A simple NDC (Not Do Calculus)) technique that can be used instead of Do Calculus
#CausalAI, #causalInference causal ai, causal inference, Bayesian Networks
qbnets.wordpress.com/2024/12/07/s...
#CausalAI, #causalInference causal ai, causal inference, Bayesian Networks
qbnets.wordpress.com/2024/12/07/s...
Simple proof of Front Door Adjustment Formula and proof that Napkin problem is not-identifiable!!??
In the past few weeks, I revised the chapter entitled “Do Calculus Proofs” of my book Bayesuvius. I started writing this book about 4 years ago, at the height of Covid, and I’ve b…
qbnets.wordpress.com
December 7, 2024 at 7:12 PM
A simple NDC (Not Do Calculus)) technique that can be used instead of Do Calculus
#CausalAI, #causalInference causal ai, causal inference, Bayesian Networks
qbnets.wordpress.com/2024/12/07/s...
#CausalAI, #causalInference causal ai, causal inference, Bayesian Networks
qbnets.wordpress.com/2024/12/07/s...
💡 We just published a tutorial on getting started with #CausalAI using #DoWhy in Python at DataCamp. Soon there will also be a podcast released in which I get deeper into the topic of causality and why it's crucial for effective business decision-making.
www.datacamp.com/tutorial/int...
www.datacamp.com/tutorial/int...
September 20, 2023 at 12:17 PM
💡 We just published a tutorial on getting started with #CausalAI using #DoWhy in Python at DataCamp. Soon there will also be a podcast released in which I get deeper into the topic of causality and why it's crucial for effective business decision-making.
www.datacamp.com/tutorial/int...
www.datacamp.com/tutorial/int...
Causal inference is key for robust AI! 💡Moving beyond correlation to understand true cause & effect. [hashtag]ICML [hashtag]UAI [hashtag]CausalAI
June 14, 2025 at 7:45 AM
Causal inference is key for robust AI! 💡Moving beyond correlation to understand true cause & effect. [hashtag]ICML [hashtag]UAI [hashtag]CausalAI
Find Bruce Garvey's and my recent e-book: #Navigating #Uncertainty Using #Foresight #Intelligence with 30% off its price via: link.springer.com/book/10.1007... #cyber #scenarios #digital #twins #genAI #causalAI + much more! @springernature.com @springer1842.bsky.social
Navigating Uncertainty Using Foresight Intelligence
The book presents configured cyber scenarios; the use and further optimization of estimative/probabilistic language; communicating analytical insights.
link.springer.com
April 12, 2025 at 2:46 PM
Find Bruce Garvey's and my recent e-book: #Navigating #Uncertainty Using #Foresight #Intelligence with 30% off its price via: link.springer.com/book/10.1007... #cyber #scenarios #digital #twins #genAI #causalAI + much more! @springernature.com @springer1842.bsky.social
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
Causality: A new science of data
looper : A resource list for causality in statistics, data science and physics
github.com/msuzen/loope...
#causality #causalAI #inference
looper : A resource list for causality in statistics, data science and physics
github.com/msuzen/loope...
#causality #causalAI #inference
November 20, 2024 at 2:31 PM
Causality: A new science of data
looper : A resource list for causality in statistics, data science and physics
github.com/msuzen/loope...
#causality #causalAI #inference
looper : A resource list for causality in statistics, data science and physics
github.com/msuzen/loope...
#causality #causalAI #inference
"We improved the F1 score by staggering 45% using CatBoost!"
"Great! Do we already know which campaign we should send?"
1/n 👇🏼
#causality #causalAI #machinelearning #CausalSky
"Great! Do we already know which campaign we should send?"
1/n 👇🏼
#causality #causalAI #machinelearning #CausalSky
December 15, 2023 at 7:07 PM
"We improved the F1 score by staggering 45% using CatBoost!"
"Great! Do we already know which campaign we should send?"
1/n 👇🏼
#causality #causalAI #machinelearning #CausalSky
"Great! Do we already know which campaign we should send?"
1/n 👇🏼
#causality #causalAI #machinelearning #CausalSky
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
CHAI Hub
📢 The latest CHAI Hub newsletter is out!
Stay up to date with CHAI’s latest news, research, and opportunities in causal AI for healthcare.
🔗 Read it here & subscribe: mailings.ed.ac.uk/cr/AQjkvgcQ3...
#CausalAI #AIResearch #CHAIHub #HealthcareInnovation
📢 The latest CHAI Hub newsletter is out!
Stay up to date with CHAI’s latest news, research, and opportunities in causal AI for healthcare.
🔗 Read it here & subscribe: mailings.ed.ac.uk/cr/AQjkvgcQ3...
#CausalAI #AIResearch #CHAIHub #HealthcareInnovation
CHAI Hub Newsletter June 2025
mailings.ed.ac.uk
July 3, 2025 at 9:00 AM
CHAI Hub
📢 The latest CHAI Hub newsletter is out!
Stay up to date with CHAI’s latest news, research, and opportunities in causal AI for healthcare.
🔗 Read it here & subscribe: mailings.ed.ac.uk/cr/AQjkvgcQ3...
#CausalAI #AIResearch #CHAIHub #HealthcareInnovation
📢 The latest CHAI Hub newsletter is out!
Stay up to date with CHAI’s latest news, research, and opportunities in causal AI for healthcare.
🔗 Read it here & subscribe: mailings.ed.ac.uk/cr/AQjkvgcQ3...
#CausalAI #AIResearch #CHAIHub #HealthcareInnovation
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