The 72-Hour Sprint
Exercise 2: The 72-Hour Sprint
Layers Used: Layer 2 (Reasoning Receipt), Layer 6 (Iterative Drafts)
You will use the Collaboration Log format from Chapter 6, Exercise 2, now tracking a learning process instead of a business problem.
What You Do
You have 72 hours and full access to claude.ai, chatgpt.com, and the open web. Learn enough about your assigned domain to produce a competent analysis of a real problem within that domain (the instructor provides the specific problem at hour 0). Maintain a Learning Log throughout.
A competent analysis of the assigned problem in your new domain (500-800 words). A complete Learning Log in table format with at least 20 entries spanning the 72 hours. A mid-point reflection (written at hour 36) assessing: Am I on track? What needs to change?
Learning Log format:
| Time | What I Studied | Resource Used | Key Insight | Confusion or Error | Self-Correction | AI Usage (what I asked, what I accepted/rejected) |
|---|---|---|---|---|---|---|
| Hour 1 | ||||||
| Hour 3 | ||||||
| ... |
I have been learning an assigned domain for 72 hours from scratch. I produced an analysis of a specific problem and maintained a complete Learning Log. Please:
(1) Rate the competence of my analysis -- would a domain professional consider this beginner, intermediate, or passable work? What errors did I make that reveal a beginner's misunderstanding? (2) Analyze my Learning Log: was my learning path efficient? Where did I waste time? Where did I make productive pivots? (3) Rate my AI usage throughout the sprint: did I use AI as a learning accelerator or a crutch? Did I verify what AI taught me or blindly accept it? (4) Identify the 3 biggest knowledge gaps remaining in my analysis. (5) Based on my Learning Log, rate my meta-learning skill from Beginner / Developing / Proficient / Advanced.
My analysis:
My Learning Log:
Mid-point reflection:
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.
Discuss with an AI. Question your scores.
Come back when you have your BEST evaluation.
What This Teaches You
You learn the difference between studying and learning. The Learning Log reveals your actual learning process — its efficiency, its waste, its breakthroughs. AI feedback on your domain analysis tells you honestly where you reached competence and where you are still a beginner pretending to understand.