antirez replicates MIT weight-rewriting paper, finds visible radial patterns in first-layer weights

antirez · x · 2026-11-04

antirez (creator of redis) says he doesn't believe the MIT paper on LLMs understanding/writing weights was bad science — it's impressive and worth exploring, though the initial game-recognition tests seemed too straightforward.

So he ran his own ablation: PPO training on a simple cannon-vs-parachutes game, and the first-layer weights clearly show radial patterns in the heatmaps he posted, offering independent evidence that models learn interpretable spatial representations internally.

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