AI Scientific Discovery Engine

AI Scientific and Mathematics Discovery Engine

This is a tiered investigation tool: AI rapid assessment, DAO validation, red-team review, and raw-data confidence scoring.

Nothing generated here is validated science. It is an investigation accelerator.

Open dashboard

1. Explore

Use OpenAI or local fallback to generate a structured hypothesis map.

2. Validate

DAO-style checks enforce provenance, raw-data needs, uncertainty and falsification paths.

3. Red team

Adversarial review searches for contradictions, sensor gaps, null models and abstraction drift.