

🚀 A free, local-first, 100% privacy universal AI workbench
In June 2025 I started researching ALS because I was inspired by Eric Dane's interview. I tried to research with AI but the hallucinations and fake citations and "telephone" quotes made it unsuitable for research. In 2026, I developed "Gating Semantic Drift with Veridical Enforcement Metrics" that provide a true 0% chance of mis-stated quotes, perfectly formed APA citations, and veridical (accurate) research due to the AI being forced to follow directions while using only the context provided.
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