Causal AI, also known as deterministic AI, is revolutionizing the way organizations understand the causes and effects of events or behaviors. Unlike traditional correlation-based machine learning, which only predicts probabilities, causal AI uses fault-tree analysis to determine the precise root cause of issues. This systematic approach allows for automatic... https://www.dynatrace.com/news/blog/what-is-causal-ai-deterministic-ai/ #CausalAI #DataDrivenDecisions #ImproveDevOps #softcorpremium

Causal AI is a new branch of artificial intelligence that can understand cause-and-effect relationships in complex systems. Unlike traditional AI, which can only find correlations in data, causal AI can infer causal mechanisms and predict the outcomes of interventions. Causal AI could revolutionize fields such as medicine, economics and social sciences, where causality is essential for decision making.

#causalAI #causality #AIethics https://www.weforum.org/agenda/2023/06/what-is-causal-ai-why-important/?utm_source=flipboard&utm_content=HariTulsidas%2Fmagazine%2FMind+and+Matter decision-making

ShowWhy is a suite of no-code interfaces for performing data analysis using #causalML techniques and libraries https://github.com/microsoft/showwhy

#AI #CausalAI #github #microsoft

I want to focus my research on #ReinforcementLearning and #CausalAI for #robotics. I am currently working on RL for robotics and am starting to learn more about causality. I have a list of researchers from various labs whose work I find interesting.

Day 2⃣ of the Causal Data Science Meeting 2⃣0⃣2⃣2⃣ with a great program and a fantastic keynote by
Silvia Chiappa from DeepMind later this evening. #CDSM22 #Causality #CausalAI #DataScience

Link to the program: https://www.causalscience.org/meeting/programme/programme-2022/

Start of the Causal Data Science Meeting 2022. Two days with a fantastic program, including two great keynotes and an industry round table. #CDSM22 #Causality #CausalAI #DataScience

#Introduction 👋
Hello everyone!

I'm Peter and I live in Warsaw, Poland. I'm working on Graph Representation Learning at a start-up - Gyfted. I'm mainly interested in learning more about Graph Neural Networks , Ethical AI and Causality.

I will try to post some Toots about GNNs from my work experience and learning path. 📚 🤖

#gnn #ethicalai #causalai