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.
benchmark mcp agi provenance knowledge-graph lora agents grok ai-safety epistemology claude rag ai-alignment huggingface trustworthy-ai llm hallucination-mitigation verifiable-ai philosophy-ai source-discipline
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Updated
Aug 1, 2026 - Python