Coproduct

Evidence-backed trust for technology decisions.

Every claim gets evidence. Every score gets a decomposition. Every status change gets a reason. Open scoring rules, transparent reconciliation, discoverable via WebFinger.

Rust Atlas live

Can you trust this stack for production? Real architectures, evidence-backed tradeoffs, reputation-weighted feedback.

stacks components tradeoffs

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Humane Web 21 sites

Can you trust this service with your data? Privacy posture, federation support, data portability — scored, not claimed.

privacy interop governance

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AI Models 11 models

Can you trust this benchmark? Vendor claims meet independent reproduction. Epistemic scoring, not marketing.

benchmarks claims evidence

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How trust is built

Claims

Assertions about entities get structured, scoped, and tracked

Evidence

Benchmarks, audits, blog posts, Webmentions — weighted by source diversity

Scoring

Wilson intervals, controversy entropy, novelty detection — open formulas

Reconciliation

Claims transition through epistemic states as evidence accumulates

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