Education
Learning science
How capability actually forms — and how to measure it honestly.
Research & AI · 研究 · 智能
Intelligence we can stand behind.我们敢于背书的智能。
Applied research with outputs you can read, cite, and check — and a growing library of tested AI capabilities, wired into real projects.可读、可引用、可核查的应用研究；以及一座不断成长、经过验证并接入真实项目的 AI 能力库。
微光研究 Research™
Research, in the open.
We publish work you can actually examine — methods, data provenance, and limitations included. Research earns its place by being checkable, not by being loud.
- 微光智能 AI™Tested capabilities, selected and wired into real projects — Certified, Consumed, or Experimental, never inflated.
- 微光健康 Health™Applied work in health and care, with no diagnosis, cure, or life-extension claims.
- Proof infrastructureFindings are exported to public-safe proof at build time — dated and re-verified.
A growing library of tested AI capabilities.
Selected and wired into real projects. We describe capabilities in three honest states — Certified, Consumed, and Experimental — and every figure is derived live from our source of truth, never hand-typed.
Where we work · 研究方向
Research that touches real work.
Applied AI
Human-in-the-loop
Systems that raise judgment, not replace it.
Health
Care, carefully
Applied work with no diagnosis, cure, or life-extension claims.
Collaborate · 合作
Co-author the proof.共同署名证据。
Bring a research question or a dataset — and hold the outcome to a receipt.带来一个研究问题或一份数据集——并让结论追溯到证据。