Shiftby.pro Fieldworkhttps://www.shiftby.pro/fieldwork/Independent, evidence-bounded notes on AI-assisted research, systems and practice. What ContextCore Currently Containshttps://www.shiftby.pro/projects/inspiral/fieldwork/what-contextcore-currently-contains/https://www.shiftby.pro/projects/inspiral/fieldwork/what-contextcore-currently-contains/A bounded fieldwork note on what ContextCore currently makes inspectable, and what its evidence does not establish.Thu, 03 Sep 2026 00:00:00 GMT How OpenAI Supports Inspiral Fieldworkhttps://www.shiftby.pro/projects/inspiral/fieldwork/how-openai-supports-inspiral-fieldwork/https://www.shiftby.pro/projects/inspiral/fieldwork/how-openai-supports-inspiral-fieldwork/The concrete roles ChatGPT Work, connected context and Codex play in Inspiral fieldwork—and the human authority they do not replace.Wed, 02 Sep 2026 00:00:00 GMT Why Content Generation Was Not the Hard Problemhttps://www.shiftby.pro/projects/inspiral/fieldwork/why-content-generation-was-not-the-hard-problem/https://www.shiftby.pro/projects/inspiral/fieldwork/why-content-generation-was-not-the-hard-problem/Why faster AI content generation did not solve ShiftBy's harder problem: preserving evidence, decisions, current state and context across continuing AI-assisted work.Tue, 01 Sep 2026 00:00:00 GMT What Must Survive Between AI-Assisted Taskshttps://www.shiftby.pro/projects/inspiral/fieldwork/what-must-survive-between-ai-assisted-tasks/https://www.shiftby.pro/projects/inspiral/fieldwork/what-must-survive-between-ai-assisted-tasks/A lightweight handoff for recovering the evidence, decisions, current state, limitations and authority a later AI-assisted task needs to reuse work safely.Tue, 01 Sep 2026 00:00:00 GMT