FreeCite: A Judge-Free Benchmark for Granular Citation Evaluation in Large Language Models
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Updated
Feb 22, 2026 - Python
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deterministic-evaluation
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Public, fully local PoCs for counterfactually auditable lifecycle certification: exact paired replay, drift monitoring, post-drift replanning, and bridge-aware ledger control on synthetic tasks.
ai poc autonomous-agents synthetic-data drift-monitoring llm scientific-reproducibility deterministic-evaluation counterfactual-auditing paired-replay
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Mar 19, 2026 - Python
HCAC is a completion contract for agents and tools. It defines when something is truly “done” — not just structurally, but behaviorally.
backpressure ai-agents quality-gates policy-as-code acceptance-criteria hard-constraints release-readiness deterministic-evaluation agent-contract completion-contract behavioral-contract behavioral-spec
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Feb 28, 2026
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