Lessons — the course of the thesis

Gapped-derivation lessons, one per concluded experiment arc (push), worked on paper with Socratic sessions on demand (pull). Format and protocol: the math-teacher skill. Each lesson’s sealed solutions are verified by a committed SymPy test.

How to use this page

Work the lowest-numbered lesson whose status is ready. After a session, the debrief’s misses become the next lesson’s warm-ups and its next-topic suggestion lands here as a stub.

Lessons

#lessonarcphasestatus
1The Error-Floor Cascadeerror-floor cascade (concluded 2026-07)nominal / pre-riskready

Upcoming (stubs — written when the arc concludes)

#topicarcphase
2mismatched durationphase-0 science task0 — foundation
37-DOF redundancy and the null-space freezephase-0 science task0 — foundation
CVaR view scoringphase AA
state uncertaintyphase BB
actuation uncertaintyphase CC
objective extensionsphase D/ED/E

Debriefs

Session debriefs live in debriefs/ (created with the first session) — machine-readable misses (recirculated as warm-ups) plus the knowledge delta.

1 item under this folder.