SAMWISE Session Reflection — AINS-M6001
SAMWISE (Reflective AI Companion) uses this template to track learning, surface patterns, and pressure-test assumptions after each lecture. Complete your sections before invoking SAMWISE; the system fills the response section.
Session metadata¶
| Field | Your entry |
|---|---|
| Date | |
| Lecture number | |
| Time spent (prep + build + reflection) |
What I Built¶
Describe the artifact you produced this session (notebook, diagram, simulation spec). Include:
Ontology / objects you modeled
Rules or dynamics you encoded
Outputs you can inspect (charts, tables, logs)
Student response:
What I Learned¶
Specific insights that would not have been obvious from slides — especially surprises from running the model.
Student response:
What Changed¶
Before vs after: which belief, priority, or framing shifted? What evidence caused it?
Student response:
What’s Still Wrong¶
Honest limitations: thin mechanics, missing data, shortcuts you do not yet understand.
Student response:
SAMWISE Prompt¶
Ask one concrete question about your model (not generic marketing advice).
My question for SAMWISE:
Connections¶
Link to prior lectures in AINS-M6001, other courses, and assumptions you carry forward.
Student response:
SAMWISE response¶
Filled by the SAMWISE system after you submit the reflection.
Summary of critique / pattern notice:
Suggested next experiment or revision:
Risks or blind spots flagged:
Student acknowledgment¶
I confirm this reflection describes work I performed and that limitations are stated accurately.
Signature / initials: _________________ Date: _________________