Tag

LLMs

Every LLMs story we've curated in Bowl of Data, newest issue first — part of our weekly digest across AI, security, blockchain, and engineering.

3 items · 2 issues

AI & ML

Week 30 · 2026

I just read LeCun’s recent thoughts on world models. Thoughts on JEPA as a path forward? [D]
Yann LeCun predicts that by 2030, AI will move beyond language manipulation toward a physical understanding of the world through JEPA. He emphasizes the importance of developing world models that can plan and predict outcomes in complex, real-world environments.

AI & ML Reddit r/MachineLearning Source ↗

RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
Researchers have developed RevengeBench to test how well AI agents can reconstruct hidden decision programs by observing and interacting with them in game environments. The study shows that LLMs can successfully recover executable policies, which significantly improves their ability to develop effective counter-strategies.

AI & ML arXiv Source ↗
RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
Researchers have developed RevengeBench to test how well AI agents can reconstruct hidden decision programs by observing and interacting with them in game environments. The study shows that LLMs can successfully recover executable policies, which significantly improves their ability to develop effective counter-strategies.

AI & ML arXiv Source ↗