Initial Idea
docs/initial-idea.md1sections
The originating intuition: AI changes the unit of value from known skills to navigable territory.
Original material
Depth, on demand.
The atlas compresses. These documents preserve the unresolved thinking.
Open an outline first, then jump to an exact section. Links throughout the site return here whenever a summary becomes too neat.
DocumentSectionsRole in the corpus
Talk Abstract
docs/talk-abstract.md2sections
The public promise and the constraint every trajectory must honor.
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Production, Judgment, and Ownership
talk-concepts/01-production-judgment-and-ownership.md2sections
The cleanest statement of the central asymmetry and its implications for expertise, evidence, and responsibility.
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Converging Expertise and System Correctness
talk-concepts/02-converging-expertise-and-system-correctness.md3sections
Outcome judgment and systems judgment converge on an accountable end-to-end role.
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Rebuilding Professional Identity Through AI
talk-concepts/03-rebuilding-professional-identity.md8sections
The personal spine: expanded range, lost mastery, saturation, selective ownership, and a changing source of value.
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Seeing the System Around the Model
talk-concepts/04-seeing-the-system-around-the-model.md6sections
A vendor-independent model of context, tools, orchestration, evaluation, control, and failure.
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Human Collaboration and Community
talk-concepts/05-human-collaboration-and-community.md6sections
Expanded individual autonomy increases the need for collective judgment, trust, stewardship, and belonging.
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The AI-Era Development Environment
talk-concepts/06-the-ai-era-development-environment.md5sections
The workspace becomes an environment for directing, observing, and reconciling streams of machine work.
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The Finite Human and the Tireless Producer
talk-concepts/07-the-finite-human-and-the-tireless-producer.md10sections
The most developed account of orientation, expansion and compression, milestones, attention, and the emerging craft.
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A Favorable Starting Position
talk-concepts/08-a-favorable-starting-position.md11sections
Why engineers possess relevant raw materials—and what they must learn from other dispositions and professions.
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Staying in the Loop
talk-concepts/09-staying-in-the-loop.md5sections
Agency under uncertainty—and why responsibility without the authority to intervene is not ownership.