The independent standard for AI truth doesn’t exist yet.
Hallucinaite is the lab building it.
Research. Benchmarks. Models. All to help you find truth.
“The first wave of AI was generation. The next wave is verification.”
Code generation found its first PMF because code is self-verifying. Run it — and the environment tells you if it’s right. That feedback loop made AI safe to adopt at scale.
Now AI has crossed into legal briefs, clinical summaries, and financial analysis — domains where no self-verification mechanism exists. The output looks authoritative. There is no compiler to check it.
The trust infrastructure that made generation deployable doesn’t exist for these domains yet. That gap is structural, not technical. Closing it requires an independent institution — one without a conflict of interest in the answer.