AegisMind ingests literature across 15+ scientific domains, generates cross-domain hypotheses through adversarial multi-model debate, and validates each discovery with Z3 formal reasoning — producing Experimental Validation Packages with full protocols.
The engine runs continuously, surfacing novel hypotheses across biology, climate, materials science, and more.
GPT, Claude, Gemini, Grok, and Mistral debate each hypothesis. Surviving ideas are stronger ideas.
Every discovery is checked for logical consistency via Z3 theorem proving before an EVP is issued.
Cross-domain breakthroughs generated and validated by the AegisMind engine.
Quantum annealing-based subgraph isomorphism algorithms can identify structural motifs in protein-ligand docking data th…
Integrating evolutionary trade-off models from microbiology with active foam physics simulations will enable prediction …
Taming Momentum can be applied to reduce the memory footprint of models used in FlashOptim.
Adaptive gradient sampling inspired by uncertainty-aware reduced-order models can reduce the number of expensive functio…
A three-stage pipeline that turns scientific literature into validated discoveries.
The engine continuously ingests published scientific literature spanning biology, physics, climate science, neuroscience, materials, epidemiology, quantum chemistry, and more. Each paper is embedded and indexed for cross-domain retrieval.
Five frontier models — GPT, Claude, Gemini, Grok, and Mistral — independently propose cross-domain hypotheses, then challenge each other's reasoning. The metacognitive monitor evaluates debate quality; only hypotheses that survive adversarial scrutiny advance.
Surviving hypotheses undergo Z3 formal reasoning to check logical consistency. Valid hypotheses are packaged as EVPs — with full experimental protocols, confidence scores, cost estimates, and debate transcripts.
Research teams can work with AegisMind on domain-specific discovery runs. Tell us your field's constraints and we'll return a curated stream of EVPs — each with a full experimental protocol, confidence breakdown, and debate transcript so your team can evaluate reasoning, not just conclusions.
Contact us