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Updated Mar 15, 2026

The Collaboration Log

Exercise 2: The Collaboration Log

Layers Used: Layer 2 (Reasoning Receipt)

What You Do

You receive a project: build a market entry strategy for an AI product in a country you are unfamiliar with. You must use AI throughout. Maintain a real-time Collaboration Log -- every prompt, every response, every decision (accept/reject/modify) with a one-sentence justification for each decision. Complete the strategy.


Your Deliverable

The completed market entry strategy. The full Collaboration Log in a table format with columns: Prompt Sent | AI Response Summary | Decision (Accept/Reject/Modify) | Justification | What I Added or Changed. The log must contain at least 15 interactions. A summary (150 words) of your collaboration pattern -- what percentage did you accept, reject, modify?

AI Check Prompt -- Copy and paste into claude.ai or chatgpt.com
I completed a project using AI throughout and maintained a Collaboration Log
documenting every interaction and decision. Please:

(1) Analyze my log: what percentage of AI suggestions did I accept/reject/modify?
(2) For each "accept" decision, was it justified or was I being passive? Flag any
accepts where I should have pushed back.
(3) For each "reject" decision, was it justified or was I being unnecessarily
overriding? Flag any rejects where the AI was actually right.
(4) Rate the quality of my justifications -- are they substantive reasoning or
vague hand-waving?
(5) Rate my overall collaboration maturity from Passive (accept everything) /
Reactive (reject randomly) / Strategic (deliberate, justified decisions) /
Expert (seamless integration).
(6) Give me 3 specific recommendations for improving my AI collaboration based
on my patterns.

My strategy: [paste].
My Collaboration Log: [paste full log].

Finally, complete the Thinking Score Card for this exercise:
Independent Thinking (1-10), Critical Evaluation (1-10),
Reasoning Depth (1-10), Originality (1-10), Self-Awareness (1-10).
For each score, give a one-sentence justification.

Deliverable Template (click to expand)

COLLABORATION LOG TEMPLATE

Interaction #TimestampPrompt Sent (exact text)AI Response Summary (2-3 sentences)Decision: Accept / Reject / ModifyJustification (1 sentence)What I Added or Changed
1Accept / Reject / Modify
2Accept / Reject / Modify
3Accept / Reject / Modify
...
15Accept / Reject / Modify

SUMMARY

  • Total interactions: ___
  • Accepted: ___%
  • Rejected: ___%
  • Modified: ___%
  • My collaboration pattern: ___

What This Teaches You

You learn that AI collaboration is not about how much you use AI -- it is about the quality of your decisions about what to accept, reject, and modify. The log makes your collaboration pattern visible and measurable. AI feedback reveals whether your decisions were genuinely strategic or just habitual.