AI Research Agents Found a Novelty Trap They Couldn’t Escape
A large test of AI research agents found a stubborn tradeoff: familiar methods performed best, while novel ideas rarely survived first-round scoring.
ai research
An AI’s Hidden Map Links a One-Dimensional Rule to a 2D World
A language model’s hidden representations helped surface a surprising bridge between one-dimensional and two-dimensional cellular automata.