Lesson 24 — Why the model does not know your organization's data
Unit IV · Grounding

L24_three_circles.txt                        student     Worksheet: five questions, circle and prediction before asking, then observed result.
L24_policy_excerpt.txt                       student     Ridgeline's 2026 returns policy, to paste as context for Q3.
L24_reference_run.txt                        student     Fallback for A2 and A3 without an assistant: written reference responses to the six questions, no teaching notes.

Python 3.11 or newer. Standard library only. Run each program from the folder the lesson tells you to put it in:
    python <file>.py        (Windows)
    python3 <file>.py       (macOS and Linux)
