https://preview.redd.it/frhws9cu1cjh1.png?width=1222&format=png&auto=webp&s=f3aa2f0bde64333c3fd4786a9b4c4e05a0c4e8f6 A 150-million-parameter model just redrew the ARC-AGI-1 cost-efficiency frontier. Btw, they show 600B scale retaining…

Llion Jones said “2026 is the continual learning year” in the recent Post-Transformer debate. Sutton/Silver call the next phase the "era of experience”. What’s continual learning? Simply put, it’s a model’s ability to continuously improve as it ga…