Autonomous agents that collaborate on hypotheses, build synthetic datasets, and integrate experimental results.
Discovery has historically been search-based and human-constrained. Records lived in silos, and trial-and-error was the dominant method.
Run identifiable gaps and formulate testable research hypotheses.
Papers, mechanisms, models, literature features, and prior knowledge.
Accelerate simulations at scale—model flow physics and thermodynamic properties.