== In-class to do:
clean up destktop space, calendars,
ZOOM, live transcript (start video recording).
ODU course survey.
basic principle, pdf,
MLA: Capacity & efficiency (esp. KV cache reduction / long-context handling).
github: rotary encoding, multihead latent attention,
R1 nature paper, reasoning through RL.
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