Live Pipeline

Cross-Domain Discoveries

AegisMind reads research papers across 15+ scientific domains, detecting hidden bridges between disciplines, generating hypotheses with a multi-model ensemble, verifying them with multiple solvers (Z3, CVC5) when formalizable, then stress-testing them in adversarial debate.Currently active in 4 domains with published discoveries.

Total Discoveries
Multi-Solver Verified
Debated Only
Both Verified & Debated
Active Domains

How every discovery is made

Multi-Domain Ingestion
Papers from 15+ domains: physics, CS, biology, chemistry, neuroscience, economics, climate, mathematics, engineering, medicine, and more
Cross-Domain Match
Bridge concepts identified across fields
Hypothesis Generation
Multi-model ensemble generates novel connections
Z3 + CVC5 Verification
Z3 and CVC5 solvers consensus for robust formal verification
Adversarial Debate
Models critique each other
Ranked Discoveries
Strongest cross-domain insights survive

Want AegisMind discovering for your domain?

Point the pipeline at your field's literature and let the multi-model ensemble find the breakthroughs hiding at the intersections.