new paper: "Evolution and the Knightian Blindspot of Machine Learning" Our ever-changing world bubbles with surprise and complexity. General AI must include handling unforeseen situations with grace. Yet this issue largely lies outside AI's formalisms: a blind spot. (1/n)

Rohan Pandey . Rohan Pandey here are several papers on curiosity-driven LLM agents: - MAGELLAN (ICML 2025): arxiv.org/abs/2502.07709 - ACES (Neurips 2024): proceedings.neurips.cc/paper_files/pa… - LMA3: proceedings.mlr.press/v232/colas23a.… Cédric - Perspective and history (before 2010s :)): nature.com/articles/s4225…

New blog post ! What if LLM agents could learn by doing, not just by reading? 🤔 2024 was the year of "agentic AI"—systems that plan, act, and execute complex workflows autonomously. But current agents face critical limitations... 🧵

Using LLMs to advance the cognitive science of collectives Very interesting new paper by Ilia Sucholutsky Katherine Collins Nori Jacoby Bill Thompson Robert Hawkins arxiv.org/pdf/2506.00052

🌍 Imagine transforming an LLM into a curiosity-driven AI scientist that generates theories and makes experiments to test them: This is WorldLLM! 🔬 ▶️ Check our new RLDM paper below 👇

New paper in the Alife journal ! Flow-Lenia: Emergent Evolutionary Dynamics in Mass Conservative Continuous Cellular Automata Congratulations erwan plantec and amazing team !

With the right UX this could be the basis for a really fun and unique game. Code is available!

We are hosting a student researcher for the end of the year with Eyvind Niklasson and others in the PI team (github.com/paradigms-of-i…) ✨ If you are interested in pushing forward NCA research or explore computational life🦎👾, be sure to fill out the form!