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My World-Model Drift Metric Scored a Stale Checkpoint as Stable

Community description: Last quarter I deprecated an internal endpoint. The world-model layer in my agent stack — the part...

Dev.to | Oct 5, 2026 | Aamer Mihaysi

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A model that refused to change its mind scored like a model that was right. For facts that should change — pricing, rate limits, deprecation windows, model names — how many observations does it take before the model updates? Pricing, rate limits, which model is deprecated when.

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