Chapter 3. The 10-80-10 Operating Rhythm

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Chapter 3. The 10-80-10 Operating RhythmHow to run any piece of AI work in three parts, the first 10, the middle 80 and the final 10 percent, at the scale of a task, a worker and a company, and how to tell which part broke.team:panaversity
3.1 One rhythm in three partsThe 10-80-10 rhythm: the human sets the first 10 percent, the worker does the middle 80, and the human verifies the final 10, read as a shape and not as a timesheet.team:panaversity
3.2 The first 10 percent: intent, scope, authority, review contractThe four things you decide before the worker starts, so it can work alone and you can check what it did.team:panaversity
3.3 The middle 80 percent: the worker plans and executesWhat the worker does in the middle 80 percent, the small job the human keeps there, and when to interrupt.team:panaversity
3.4 The final 10 percent: evidence review, correction, approvalHow the final 10 percent reviews the evidence, fixes each problem where it came from, and ends with a person's approval.team:panaversity
3.5 Three scales: a task, a worker, a companyThe same rhythm at three scales: one task, a worker's working life, and how a company governs its AI Workers.team:panaversity
3.6 The three failuresThe three ways the rhythm breaks, and three questions that show where to look first when a delegation goes wrong.team:panaversity
3.7 How the two leaders support the rhythmHow the two AI vendors support the rhythm in work that runs on a schedule, the difference that changes a design, and what stays true on both.team:panaversity
Build step: one AP task through the whole rhythmChapter 3's lab: one AP task run through the whole rhythm twice, then Draft 2 of the Role Contract and its limits on each AI vendor, with the artifact checklist.team:panaversity
Check yourselfRecall and practice for the whole chapter: the flashcards, and a final quiz round from all seven concepts.team:panaversity