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Free Lesson
Give Your R&D Project a Memory Every AI Reads First
45 min
Dec 1, 2026 11:00 AM
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What you'll learn
Why built-in AI memory fails on long projects
See where ChatGPT and Claude memory breaks on a six-month project: personal, capped, invisible, vendor-owned.
The five-file project brief any AI reads first
Turn scattered notes into a brief your team owns: project brief, status, decision log, risks, history.
A live before-and-after demo on a real project
Watch an AI fail five questions about a real R&D project, then answer them once the brief is connected.
Why this topic matters
AI tools now remember you, but not your projects. Their memory is personal, capped and locked inside one vendor, so on long R&D and engineering projects the real context still lives in people's heads and scattered files. Teams that give each project its own memory, owned by the team and read by any AI, get consistent answers, faster onboarding and handovers that keep every decision.
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