Demo corpus: AI-agent safety

Ask the question that unlocks the next hypothesis.

Aletheia is an AI thought laboratory for scientific discovery. It maps claims, evidence, contradictions, and gaps across a focused corpus, then starts a Socratic dialogue designed to expose what the literature has not yet made tangible.

From papers to hypotheses

A structured reasoning pipeline that keeps evidence traceable.

Map evidence

Extract claims, methods, limitations, and variables from each paper and link them to source passages.

Find contradictions

Surface incompatible findings and assumptions that are repeated but rarely tested.

Ask Socratic questions

Generate high-information questions that expose missing variables or disconnected findings.

Build hypothesis cards

Produce a traceable hypothesis, critique, and minimal experiment grounded in the literature.

Try the demo corpus

The prototype seeds five AI-agent safety documents covering prompt injection, tool use, sandboxing, real-world impact, and autonomy boundaries.

Open the research lab