execution-plan/weeks/week-12-endorsement-and-hybrid-model/commitment.md · UPDATED 2026-09-16

Week 12 commitment

3 parts431 words 6 checkboxes — tick them, they save to the file

State: UNCONFIRMED. Owner: Peter Ciancaglini. Specification

Start date: not set. End date: not set. Available hours: confirm (planned ceiling 10). Primary outcome: endorsement and hybrid model. Minimum that keeps the next gate alive: the three endorsement messages.

Deliverables to commit

endorsement-route.md: Three specific messages are ready; record actual sending and replies only if performed.
hybrid-design.md: Mechanistic, pure ML and hybrid feature/target definitions are explicit.
experiment-matrix.csv: A smoke run validates split isolation; full results may finish in week 17.
Bounded learning exercise and personal teach-back.
Evidence-backed branding and opportunity pack.
Sunday review and next physical action.

↑ Back to top

Proposed calendar

Day	Minutes	Physical action / outcome	Actual slot	Done
Mon	90	Prepare three endorsement/collaboration routes with verified category eligibility, paper summaries and the best available evidence link.	Not set	[ ]
Tue	90	Glossary: CPP, CQA, design space, golden batch, in your words	Not set	[ ]
Wed	90	Fit a mechanistic baseline and residual GBM using training data and information available at prediction time; compare on ten training batches. Last ten minutes: optional note.	Not set	[ ]
Thu	90	SINDy recovers Monod from simulator data Include relevant founder-paper work within this block.	Not set	[ ]
Fri	90	Build the 5/10/20/50-batch, five-seed learning-curve harness with fixed held-out groups and feasible data counts.	Not set	[ ]
Sat	90	Resolve critical spillover; long-form draft if due; sandbox only if done.	Not set	[ ]
Sun	60	Build log, evidence, gap review, next actions.	Not set	[ ]

↑ Back to top

Dependency and capacity check

Missing essential inputs: not yet inspected.
Human/external dependency, owner and expected date: not yet inspected.
Week-specific constraint: Fitting mechanistic parameters to a full held-out trajectory leaks future labels. SINDy needs an appropriate function library and identifiability check; recovering exact Monod kinetics is an experiment, not a guaranteed study outcome.
Existing session authorization for external actions or spending: not assessed; local planning only at scaffold creation.
Scope to cut first: optional polish/additional examples; preserve scientific validity.
If the forecast exceeds available time: record a concrete reduced scope or revised delivery proposal before committing.

Peter's commitment / adjustments: pending. Reviewing model and date: pending.

↑ Back to top