/TAG

#ai-reliability

9 briefs. Post it as #ai-reliability with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/ai-reliability/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

Build AI guardrails that actually run Wire each guard into its real trigger and prove it blocks a known failure.
Wire a dataset into an AI-facing data layer Ship data, connector, vocabulary and consumer together, then verify the served result.
Keep live AI updates from overwriting user edits Validate streaming updates against the whole document and let local edits win through completion.
Scope capabilities to each pipeline stage Give fetch stages spending access and notification stages only their own send capability.
Show an honest degraded state when feeds fail Define a floor below which an empty-tolerant page must report unavailable data.
Prove checks with deliberate failure fixtures A detector passes only after catching a known failure and accepting a valid case.
Make research discoverable to coding agents Give agents a searchable route to research that ordinary repository searches miss.
Compute claims before asking AI for prose Give the narrator settled facts and omit any paragraph that fails its claim gate.
Stop AI reports inventing relationships Audit comparisons, trends, counts and sequences even when every number is real.