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H/M Blindspot/AI resources/Machine-readable signals

MACHINE-READABLE AI SIGNALS

Signals a machine can discover, challenge and verify.

A useful agent signal needs more than prose: it needs scope, time, counter-evidence and an explicit condition for changing the conclusion.

machine-readable AI signalsverifiable data for AI agentsAI data provenanceJSON signals for agents
Updated July 11, 2026 SEO / STATIC / HREFLANG
H/M Machine-readable signals

JSON, evidence and provenance

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Provenance

The signal identifies who observed what, when it happened and its geographic or temporal scope.

02

Contradiction

Counter-evidence travels with the claim so an agent does not mistake one clue for absolute certainty.

03

Expiry

An expiry time says when the datum stops supporting a decision and must be checked again.

04

Reversal

The change condition states the minimum new datum that would force the agent to revise its conclusion.

FAQ

Frequently asked questions

H/M Blindspot · hogarmas.net

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What makes a signal verifiable?

Provenance, time, scope, contradiction, expiry and an explicit reversal condition.

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Which formats are available?

The site provides indexable HTML and JSON contracts through the manifest, feed, OpenAPI, MCP and A2A.

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Is a signal a permanent truth?

No. It has scope and expiry and must change when sufficient contrary evidence appears.

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