Validator Master

Provider-neutral behavioral evaluation infrastructure that applies the versioned Heartcode Protocol to observable AI responses and returns structured evidence.

What Validator Master is

Validator Master is the reference implementation of the Heartcode Protocol for transparent, versioned evaluation of observable conversational AI behavior.

It is behavioral evaluation infrastructure, not an AI safety certification authority and not a factual-verification system.

Current evaluation surface

Heartcode Protocol v0.1 currently evaluates eight behavioral dimensions.

Architecture

Framer is the human-facing presentation layer. Repository/Vercel-owned HTTP endpoints, contracts, evaluator behavior, evidence construction, and machine-readable documentation are authoritative over presentation-layer summaries.

The public Heartcode specification is maintained separately at https://github.com/heartcodeprotocol/heartcode-protocol.

Public alpha boundary

Scores reflect the implemented deterministic detectors and encoded protocol version. They do not prove universal correctness, completeness, factual truth, legal compliance, or total AI safety.

Do not submit sensitive, confidential, medical, legal, proprietary, identifying, or otherwise private information to the public demonstration.