ai-alignment — independent software & tools
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sophia-agi
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.
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ai-night-shift
Coordinate multiple AI agents to run autonomous tasks during off-hours with a tested framework for continuous multi-agent collaboration.