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The Assistant

The Insight LM Assistant is a working collaborator — a real assistant, not a chatbot — acting through deterministic tools — search, read, query, compute — over your workbooks.

Design principles:

  • Tools, not vibes. The Assistant acts through auditable tool calls rather than free-form guessing.
  • Receipts on claims. Answers cite the sources and computations behind them.
  • Calibrated confidence. The goal is an Assistant that knows what it doesn't know and says so.
  • Imperfection, managed. The Assistant is knowledgeable, not infallible. Its output is checked by executable mathematics, scripts, and workflows — deterministic controls, not faith.