AI Spike Notes — Elwalid

One spike per section. Time-boxed. Each spike has: goal · setup · what I tried · what happened · what I’d do next. Don’t optimize for polish — optimize for showing the reasoning.


Wave H deliverable — “what I’d build first”

Per Onboarding Pack §2.A expected output — 1-page note + 3 questions the thesis doesn’t answer.

What I’d build first (after reading the thesis):

(Fill in. Suggested shape: pick one of Thesis §5 Stage 5 baseline dashboards, justify why, sketch the data flow from canonical event model → dashboard → causal hypothesis card.)

3 questions the thesis doesn’t answer:


Spike S-001 — Downtime-Pareto on auto simulator

  • Goal.
  • Setup. (Which simulator scenario? Which time window? Which dimensions?)
  • What I tried.
  • What happened. (Screenshots, counts, surprises)
  • What I’d do next.

Spike S-002 — OEE dashboard on auto simulator

  • Goal.
  • Setup.
  • What I tried.
  • What happened.
  • What I’d do next.

Spike S-003 — TBD


Cross-cutting observations

(Things you noticed across spikes — about the event model, the simulator, what’s missing, where the thesis is ambiguous.)

See also