Helps ChatGPT keep uploaded files, chat history, instructions, hypotheses, drafts, and model assumptions separate in long Projects or chats before they blur into accepted truth.
provenance openai human-in-the-loop ai-tools uploaded-files llm prompt-engineering chatgpt llmops ai-workflow session-state context-management ai-protocol gpt-projects chatgpt-projects provenance-control cognitive-layers project-instructions silent-promotion canon-boundary-guard
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Updated
May 24, 2026 - Python