Shiftby.pro

Fieldwork

Fieldwork

Independent, evidence-bounded notes on AI-assisted research, systems and practice.

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Featured project collection

Persistent understanding for AI-assisted work.

Exploration · Active · 4 notes

Explore Inspiral

Recent notes

4 notes

  1. Report · technical note · inspiralWhat ContextCore Currently ContainsA bounded fieldwork note on what ContextCore currently makes inspectable, and what its evidence does not establish.
  2. Report · case study · inspiralHow OpenAI Supports Inspiral FieldworkThe concrete roles ChatGPT Work, connected context and Codex play in Inspiral fieldwork—and the human authority they do not replace.
  3. Analysis · analysis · inspiralWhy Content Generation Was Not the Hard ProblemWhy faster AI content generation did not solve ShiftBy's harder problem: preserving evidence, decisions, current state and context across continuing AI-assisted work.
  4. Teaching · method · inspiralWhat Must Survive Between AI-Assisted TasksA lightweight handoff for recovering the evidence, decisions, current state, limitations and authority a later AI-assisted task needs to reuse work safely.

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Additional project collections will appear here as their fieldwork becomes public.