Empower Good With AI
以 AI 赋能善意 · 社会价值与社会责任报告
This is a social responsibility report that publishes what it cannot yet prove — including the zeros. Every statement on this site traces to frozen evidence; nothing rests on a claim we could not check.
六个方向 · Six domains, each described by what it actually is, not what we wish it were.
A live public oncology knowledge circle, honest about hard prognoses.
Research-use navigation with a safety filter ahead of the model; population-level, not individual.
Helping families read systems they were never given the vocabulary for.
Free, open learning tools; no efficacy claim we cannot prove.
Bilingual local access — and we publish the platforms no one uses yet.
Minors, crisis lines, privacy walls — enforced in code, not policy.
责任对应机制 · Each responsibility is bound to an implemented control; the full matrix with evidence anchors is in Appendix E of the report.
微光教育 · The theory is written down, the tools are deployed, and almost no real learner has used them yet. We publish that gap rather than round it up.
The theory spine. Our education thinking is set down in the AI Education Book Series (m800): 21 volumes and 170 chapters, about 128k lines, with the 170-chapter English translation measured complete and a retrieval index of 843 chapters over 33,575 chunks. It is honest about its own reach — no ISBN, no publication, serving localhost only, so real readers stand at zero. [SVR-C6-m800-001][SVR-C6-m800-002][SVR-C6-m800-003][SVR-C6-m800-006]
| Initiative | What is built | Real usage this period | Evidence |
|---|---|---|---|
| Lighthouse Math (m510) | Live platform · 58 data models / 178 route files | Zero real-learner sessions · 43 leads / 0 conversions · payment never switched live | SVR-C6-m510-002 · -003 · -004 · -005 |
| RUDO K12 control plane (m8201) | Live via private tunnel · 15/15 red-line tests · household-isolation fix 6/6 on dev | 30-household baseline not reached · 2 of 5 hard indicators unmet · no user-activity data on disk | SVR-C6-m8201-001 · -003 · -004 · -005 |
| RollMath free SAT practice (m465) | 12 learning seeds S1–S12 · offered at zero cost | No public domain · readiness held at 60% · a debug flag blocks release | SVR-C6-m465-002 · -003 · -004 · -005 |
| EduMap curriculum (m552) | 418 courses authored on disk | Data plane returns HTTP 500 · zero real users · readiness cut 90→55 | SVR-C6-m552-001 · -002 · -004 |
| AI Education Review (m414) | Live pilot issue at HTTP 200 | Zero readership · no audience instrumentation on disk | SVR-C6-m414-001 · -004 |
教育理念对应机制 · Each education principle is bound to an implemented mechanism and its evidence — not to a slogan.
医学与健康 · These initiatives are where our responsibility rules bite hardest. Each is engineered around what it must not say and must not do.
| Initiative | Discipline in the build | Where it really stands | Evidence |
|---|---|---|---|
| ClearCancer Circle (m511) | Public oncology knowledge circle · reachable and rendering in an 08-11 playthrough probe, re-confirmed 08-22 (0 page errors) | 28 real form applications (Feb–Mar, then cold) · one newsletter subscriber on record (the owner's own address) · figures re-verified vs m556 snapshots (Aug 2026) | SVR-C3-m511-001 · -004 · -007 |
| Cortical Target Navigator (m518) | A safety battery intercepts 200/200 adversarial fixtures before the model · 332 + 150 tests | Held CLOSED / 503 pending expert sign-off · domain RESERVED, DNS bind pending | SVR-C4-m518-001 · -003 · -006 |
| LongProof Longevity (m516) | A wall of 42 forbidden marketing phrases the site may not use · prohibits individual prognosis | Live research site · self-caught a pitch-deck overstatement (30% vs a recorded 20%) | SVR-C4-m516-002 · -003 · -007 |