Local-first public standing ledger for replayable research and AI-system claims, based on observable evidence, challenges, lineage, and finite verification capacity.
python open-science reproducibility standing lineage ai-agents local-first public-ledger research-tools auditability evidence-tracking observable-only research-claims claim-governance no-meta-governance challenge-tracking
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Updated
Apr 30, 2026 - Python