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Behavioral Oracle HEART Standard

The Behavioral Oracle is an open standard for behavioral evidence and trust. It attests AI processing evidence against declared intent using tamper-evident, hash-chained storage with on-chain anchoring. The entity being assessed does not control the evidence of its own compliance. The Behavioral Oracle is maintained by the HEART AI Foundation as a standards body.

How it works

The Behavioral Oracle solves the oracle problem for AI governance: how do you verify what an AI system is actually doing without trusting the operator’s self-reporting?

AI agents produce genuine behavioral evidence through their own processing via MAP-States frames. Each agent declares its intent. The intent is cryptographically signed. Every processing cycle, the agent’s behavioral evidence is scored against its declared intent. The scoring is stored in an append-only evidence chain where each entry is hashed and references the previous hash. The chain is tamper-evident: modifying any entry changes all subsequent hashes.

Dual application

The Behavioral Oracle serves two applications through the same evidence mechanism:

Settlement application. In creator economy contexts, behavioral evidence replaces self-reported engagement metrics as the payment trigger. The platform no longer controls both the measurement and the payment.

Certification application. In governance contexts, behavioral evidence feeds Guardian assessment through the BGF scoring dimensions. The evidence chain provides auditable documentation for regulatory compliance.

Open standard

The Behavioral Oracle pattern is an open standard, not a proprietary product. The specification defines evidence formats, attestation protocols, and integration interfaces. Any platform can implement it. The HEART AI Foundation governs the standard and certifies implementations through the Dwell Mark.

Related Terms
HEART Standard → MAP-States → Dwell Mark → Guardian →