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correctover
correctover

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Show HN: We audited 8 LLMs against a compliance standard — 62.5% are production-unsafe

URL: https://correctover.github.io
Text: We built the Cryptographic Compliance Standard (CCS) — a verification protocol for LLM output integrity in production agent systems.
What we did:

  • Tested 8 major LLM providers against 20 standardized verification cases
  • 62.5% of models completely non-functional (HTTP errors, timeout cascades)
  • Remaining models have silent output corruption: arithmetic errors (2+3=6), hallucinated citations Why this matters: Agent frameworks are building production systems on LLMs that silently corrupt data. Policy engines decide WHO can act — nobody verifies WHAT the model actually outputs. CCS defines 5 verification dimensions:
  • Schema Validation
  • Cryptographic Provenance
  • Hallucination Detection
  • Drift Monitoring
  • Cost/Token Auditing

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