A problem well-defined is a problem half-solved. The ARC-AGI 3 benchmark itself really stood out in how precisely it frames the challenge to achieve AGI. Now for the other half....📚🔍🧐 ARC Prize François Chollet Greg Kamradt Mike Knoop #AI #ARCAGI #AGIRevolution

Assessing Adaptive World Models in Machines with *Novel Games* A great overview and introduction into building world models through interactive reasoning benchmarks (ARC-AGI-3 featured) Lance Ying

Impressive work by Guan Wang and team No pre-training or CoT with material performance on ARC-AGI > With only 27 million parameters, HRM achieves exceptional performance on complex reasoning tasks using only 1000 training samples

My new paper proposes an implementation of execution-guided neural program synthesis for ARC-AGI (ARC Prize), and compares its compositional generalization capabilities with a few alternatives such as test-time fine-tuning. The conclusion is that execution-guided neural program