Significant Headroom Remains in AI Scaling Laws

Scaling laws are still holding with significant headroom across pre-training, post-training, test-time compute, and tool use; progress remains very obvious to see, the world's best researchers believe more headroom exists, and the year ahead with 10x more compute will yield a lot of progress.