neurotransparency

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Waveframe-Labs / Neurotransparency-Doctrine

Foundational epistemic doctrine defining the cognitive integrity requirements for AI–human scientific workflows. Establishes the eight axioms of neurotransparency.

provenance open-science ari epistemology reproducibilty ai-governance ai-workflow scientific-reasoning distributed-cognition epistemic-governance waveframe-labs neurotransparency scientific-governance reasoning-traceability cognitive-provenance

Updated Dec 18, 2025

Waveframe-Labs / Waveframe-Stamp

Star

Deterministic validator for governed research artifacts and metadata, designed to support reproducible and auditable AI–human workflows.

python metadata validation reproducible-research research-tool aurora schema-validation jsonschema human-in-the-loop research-infrastructure cli-tool ai-governance ai-transparency waveframe-labs neurotransparency

Updated Feb 2, 2026
Python

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