hallucination-mitigation — independent software & tools

1 independent hallucination-mitigation listing the big search engines bury.

• sophia-agi

  github · Free · by tomyimkc

  Wisdom before intelligence. A provenance-aware reasoning layer that abstains instead of fabricating — stops LLMs inventing attributions and merging distinct traditions. Measured: 0% fabrication on unknown-answer traps (vs 17–25% raw); −12.5pt hallucinated attributions at 0% false-positive cost. An AGI-candidate proof package, not proven AGI.