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Learning as optimization
Tutor me on https://mlprep.iwase.dev/item/mit-6-036-s2019-midterm-q5/. If window.mlPrepAgent is available, read attempts for item mit-6-036-s2019-midterm-q5 before tutoring. Inspect my attempt, keep the item ID, and do not reveal the full answer first. After a real attempt, append its record with recorded_by agent, include agent_session_id when available, and read it back.Derives an update and distinguishes slow, oscillating, and divergent learning-rate behavior from objective geometry.
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