Theme

Model error arrives in the physical world

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Welcome to August 13, 2026 (theinnermostloop.substack.com)

A hallucination stops being a text problem when it is a pesticide recipe and the output is a dead field. Reliability in deployment is measured in acres, livelihoods and crops, not in benchmark points.

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2026-08-13: One hallucinated recipe kills twenty-five acres of crops

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Model error arrives in the physical world
Innermost Loop KB — secondary record
Reporting date: unknown
KB permalink: https://nicholsn.github.io/innermost-loop-kb/themes/alignment-is-agricultural
Attributed sources:
- Welcome to August 13, 2026 — https://theinnermostloop.substack.com/p/welcome-to-august-13-2026
This citation does not imply independent verification of linked-source claims.

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