{"blyg":"0.3","id":"68c002vnd9867s1kaat4fqcnjz","kind":"fragment","origin":"https://blyg.aneeshsathe.com/","page":"f/68c002vnd9867s1kaat4fqcnjz/","author":{"name":"Aneesh Sathe","url":"https://blyg.aneeshsathe.com/"},"created":"2026-09-25T06:11:23Z","updated":"2026-09-25T07:38:51Z","version":3,"content_md":"# Causal Neurosymbolic AI and World models for biomedicine\n\nFinally had the time today to read the paper from Marinka Zitnik's lab.\n\nI am increasingly convinced that the convergence of world models, knowledge graphs, and causal neurosymbolic AI is not just the approach but one that will dominate today's leading AI labs.\n\n[The Zitnik lab paper](https://www.cell.com/cell/fulltext/S0092-8674(26)01005-6)\n\n\n## More on Causal Neurosymbolic AI\n\npdf: [Causal Neuro-Symbolic AI: A synergy between Causality and\nNeuro-Symbolic methods](https://www.researchgate.net/publication/379894082_Causal_Neuro-Symbolic_AI_A_synergy_between_Causality_and_Neuro-Symbolic_methods/link/662067e466ba7e2359e616a8/download)\n","content_html":"<h1>Causal Neurosymbolic AI and World models for biomedicine</h1>\n<p>Finally had the time today to read the paper from Marinka Zitnik's lab.</p>\n<p>I am increasingly convinced that the convergence of world models, knowledge graphs, and causal neurosymbolic AI is not just the approach but one that will dominate today's leading AI labs.</p>\n<p><a href=\"https://www.cell.com/cell/fulltext/S0092-8674(26)01005-6\">The Zitnik lab paper</a></p>\n<h2>More on Causal Neurosymbolic AI</h2>\n<p>pdf: <a href=\"https://www.researchgate.net/publication/379894082_Causal_Neuro-Symbolic_AI_A_synergy_between_Causality_and_Neuro-Symbolic_methods/link/662067e466ba7e2359e616a8/download\">Causal Neuro-Symbolic AI: A synergy between Causality and\nNeuro-Symbolic methods</a></p>\n","content_hash":"sha256:a3caf3862f6509edf8a6625bcb162a695ca5ca1b8701ff3e4e1d3bca126d6f10","media":[{"url":"media/bp923tw6.jpg","mime":"image/jpeg","alt":"World models in biomedicine overview"}],"changelog":[{"version":1,"at":"2026-09-25T06:22:46Z","note":null},{"version":2,"at":"2026-09-25T07:22:34Z","note":null},{"version":3,"at":"2026-09-25T07:38:51Z","note":null}]}