Resources
Verified · Cited · Scored
How the truth engine works, what a real citation has to prove, and why a contested number must never be averaged. Every piece ships with the output format it describes.
An AI that cites sources — and what that actually has to mean
Most 'cited' AI answers cite after the fact. Here's the difference between a footnote and a verifiable chain: opened sources, ranked tiers, and a score you can audit.
6 min read AI that admits it doesn't knowAn AI that says "I don't know" — and why that's the hard part
Hallucination isn't a knowledge problem, it's an incentive problem. How a hard-coded admission rule and a confidence floor stop the model from filling gaps.
5 min read AI confidence scoreThe AI confidence score, explained properly
A 0–100 score on every answer, with the basis in one line. What each band means, how it's earned, and why an unresolved contradiction caps it at 70.
5 min read AI contradiction detectionContradiction detection: keeping both numbers instead of averaging them
When sources disagree on a death toll, a vote tally or a financial figure, averaging is a fabrication. How competing values are logged side by side.
6 min read exportable AI reasoning traceThe exportable reasoning trace: every search, every page, as JSON
One click exports the full trace: exact queries run, raw tool outputs, the answer, and the verdict block with sources and contradictions. Free-trial answers included.
4 min read offline AI knowledge modeOffline knowledge mode and pinned context: two power-user switches
Freeze the model to training data and your own documents, with the network off. Pin material that outranks the model's general knowledge — and hear about it when they conflict.
4 min read unbiased AI"Unbiased AI" is the wrong ask. Auditable AI is the right one
No model is neutral. What you can actually demand: visible sources, ranked evidence, logged contradictions, and no ideological refusals or unsolicited moralizing.
5 min read fact-checked AIFact-checked AI for researchers, journalists and analysts
A workflow for people who get fired for a wrong number: primary-source ranking, contradiction logs, exportable traces and an AI that refuses to fill gaps.
6 min read