L-A · m567
Albi · Wayfinder
Turns a student's real effort into evidence that stands up to scrutiny — no admission promises, no ghostwriting.
Live
- Real problem
- Application materials tend to inflate; Albi replaces empty promises with a verifiable evidence chain.
- Math inside
- Evidence-grading model L0–L5; CI auto-detects redline phrases
- AI inside
- Evidence-anchoring method (reused across m610-624); 15 redline phrases refuse to promise a school place or a visa
- Story hook
- If effort can be proven, you don't need to brag.
- Evidence
- m556 external e2e: 9/9 routes HTTP 200, HSTS, redline re-scan 0 hits (strongest liveness in this batch).
Student entry task
Build an evidence chain for one of your projects, from draft to finished work.