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Position paper · 20261017

BetterEnv World

scalingX  ·  RsiingSI, Independent Researcher

Before post-training, give the agent environment a health check. A quality-diagnosis protocol that separates no signal, fake signal, and hackable rewards, plus a multi-stage multi-agent debug pipeline.

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scalingX. “BetterEnv World.” RsiingSI, 2026.
https://rsiing-notes.pages.dev/BetterEnv-World-EN.pdf