THE ODDWEBS LAB

Curiosity,
with a method.

We explore how software and AI systems can become more useful, more inspectable, and more honest about what they know.

FROM THE LAB / RESEARCH PREVIEW
VERDICT™

Good answers deserve
better questions.

What happens when AI systems challenge each other’s reasoning? Our research explores independent proposals, adversarial review, and evidence-led evaluation.

Inside the researchEXPERIMENTAL · NO PUBLISHED BENCHMARK CLAIMS
01
ENGINEERING DIRECTION

Where Claude fits in our products

A specific integration plan for drafting, evaluation, and human review.

02
RESEARCH NOTE

Why “unknown” is a useful answer

Preserving uncertainty in verification and operational interfaces.