Verifiable, Not Eliminated
Why grounding an AI to your documents is not enough -- and what it looks like when hallucinations become catchable at review instead of invisible behind fluent prose.
Consiliences AI
Methodology and architecture notes on the Consiliences AI agent platform — hallucination hardening, provenance architecture, and signal validation.