Field observations

Empirical observations about search, AI behavior, and publication dynamics.

Use this topic for empirical patterns: crawl behavior, stale states, authority fabrication, hallucinations, and real-world interpretation failures.

Start here

This hub reduces collisions between close notes and clarifies where to go next when the problem changes layer.

1. Coherent hallucinations: the real risk 2026-02-26
2. When engines interpret correctly… and when they get it wrong 2026-02-26
3. The absence of a signal as an inference trigger 2026-02-26
4. When AI asks for a definition before inferring 2026-02-26
5. What non-human crawl patterns reveal 2026-02-26

Adjacent topics

• Interpretation phenomena — Recurring phenomena: fusion, smoothing, invisibilization, coherent hallucinations, etc.
• Search interpretation — Doctrinal view of SEO as an interpretation problem: entities, graphs, signals, stability.
• Interpretation and AI — Interaction between language, systems, context, and answer production.

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