Research
AI-augmented research on frontier science, autonomous research systems, and the economic consequences of machine intelligence.
01
The polymath becomes operational again
AI lowers the cost of entering new fields, holding provisional maps, and testing bridges across domains.
Read the essay at Yuki Capital →02
Production becomes cheap; verification becomes central
As agents write code, proofs, experiments, and papers, the human bottleneck moves toward specification, audit, judgment, and responsibility.
03
Research needs new trust infrastructure
The hard question is how to know which AI-generated discoveries are interesting, correct, reproducible, novel, and worth attention.
Explore widelyUse models to map literatures, compare frameworks, draft code, and surface cross-domain analogies worth testing.
Verify narrowlyPush promising claims through reproducible checks, tests, solver traces, formal tools, or expert review before treating them as real.
Keep memoryArchive useful failures, contradictions, source trails, and negative evidence so later work compounds instead of resetting.
Autonomous research systemsEval-driven lab loops, candidate archives, benchmark adapters, and hardening protocols for AI-assisted discovery.
Cosmic topology and CMB structureCompact-universe models, low-ell CMB correlations, and falsifiable topology tests.
Holography and black-hole informationIsland formulas, Page curves, and entanglement bounds on compact spaces.
Casimir energy and dark-energy testsVacuum-energy calculations, holographic dark energy, and public cosmology data.
Extremal combinatoricsFrankl-type union-closed set problems, entropy barriers, and proof reductions.
Scattering geometry and entanglementAmplituhedron, celestial holography, and positive-geometry bridges.
Formal verification pipelinesLean, PB certificates, solver traces, reproducibility, and expert review gates.
Intelligence Disruption IndexTracking how AI is reshaping industries, updated monthly
AI INDEX→French First Names OriginsInteractive visualization of the origins and evolution of French first names
DATA VIZ→Topology ExplorerInteractive visual explorations of topology, geometry, and mathematical physics
DATAVIZ→More research at yukicapital.com/research