next-paradigm

#next-paradigm

@Gorden_Sun: Achieving heuristic learning through coding agents. Continuously maintain and iterate a system of programmatic strategies using a coding agent to replace gradient updates in neural networks. In tests, this approach reached baseline levels of Deep RL. It may become the next paradigm following "pre-training → RLHF → large-scale RL." Heuristic learning has existed in the past, but...

X AI KOLs Timeline ↗ · 2026-05-09 Cached

The article proposes using coding agents to maintain and iterate a system of programmatic strategies to replace neural network gradient updates. This approach achieved baseline performance in Deep RL tests and is considered a potential new paradigm following pre-training and RLHF.

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