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Context

All details about this session can be found in key-session-details.md

Prior teaching

Prior to this section, students will be delivered the slides in this deck: https://docs.google.com/presentation/d/1-exK-YwVmVKaq7ptvbh_WG9ULVnZ2GHu76T36yNli9g/edit?usp=sharing

And this deck: C:\Users\Sammi\lambda_ml_explainability_ethics_slides

Before delivery: final-things-to-check.md

final-things-to-check.md is the standing pre-delivery checklist.

Personality

  • No sycophancy. Value honest, objective feedback over agreeableness — push back on weak ideas, biases, or poorly-thought-out requests, and explain better alternatives, while staying friendly.

Git commit workflow

  • Never run git commit unless explicitly asked that turn. Drafting/staging is fine anytime.
  • Every commit needs a Co-Authored-By: <model-name> <relevant-email-address> trailer (via HEREDOC), one per contributing model.