Evidence receipts, alignment gates, benchmark claims, safety boundaries, and audit trails.
Mapping public autonomy-program patterns onto coding-agent gates, simulations, and promotion tiers.
autonomyswarmsagentssimulationtrainingassurance
Status: Public-pattern synthesis; not a physical drone capability claim.
Grade: Research Brief
Drone Autonomy Training Patterns for SCBE Agent Training PDF
A narrow competitive lane for robust molecular reasoning under topology loss, activity cliffs, and explanation pressure.
chemistrymoleculeslatticeactivity-cliffsexplainability
Status: Research and product-targeting brief.
Grade: Research Brief
Layered-Lattice Molecular AI: Beatable Targets PDF
A build-sense-correct loop for governed fabrication workflows inside a human-specified goal envelope.
fabricationroboticsagentsgovernancereceipts
Status: R&D stepping-stone note and build queue seed.
Grade: Research Brief
Task-Autonomous Fabrication Cell Tech Tree PDF