{
  "schemaVersion": "2026-05-09",
  "type": "bounded-observation-manifest",
  "id": "better-robots-ai-2026",
  "site": "https://gautierdorval.com/",
  "canonical": "https://gautierdorval.com/observations/better-robots-ai-2026/manifest.json",
  "readme": "https://gautierdorval.com/observations/better-robots-ai-2026/README.md",
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  "non_implication_rule": "This observation does not imply product authority beyond declared product surfaces, service availability, ranking, citation, recommendation, traffic, correction success, runtime state, or third-party model adoption.",
  "governed_by": [
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}