CCI Benchmark — October 10, 2026 Release

Convergent Cognitive Intelligence · a deterministic reasoning architecture external to any LLM. Four arms, three measures of correctness, mechanically audited structural correctness. See the Methodology Addendum v3 on Zenodo for the full operational definitions and known limitations.
CCI Structural Correctness
87.5% / 37.5%
CCI+Claude passing / CCI+GPT passing (16 biology queries)
CCI Uplift Ratio
5.72× / 4.79×
CCI+Claude / Claude alone, CCI+GPT / GPT alone
Content Correctness (industry rubric)
87.5% ≈ 90.6%
CCI+Claude ≈ Claude alone — judge-estimated, see methodology
CCI Development Cost
≈ $100
Total compute spent building the CCI architecture
VERIFIED The claim passed CCI's structural reconciliation — convergence, cross-domain consistency, and tier assignment under the governance operator. Factual truth on individual claims that lack an external verifier depends on the LLM backend's semantic content and may inherit LLM error. See Addendum v3 §2.3 for the full operational definition.
UNKNOWN CCI explicitly flagged this claim as unresolved rather than asserting it. An UNKNOWN flag is an architectural refusal to make a claim without grounding, not a failure.
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