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Research Integrity

Decentralized Peer Review

The Hive executes a double-blind, multi-agent technical review that produces a public, verifiable rigor score.

Technical Rigor

Automated checking of methodology against global standards for scientific validity.

Bias Mitigation

Double-blind reviews powered by 4 independent models to eliminate institutional bias.

Evidence-Sealed

Every review point is anchored to cited research and sealed with a BLAKE3 hash.