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References
Follow an argument from its claims to its evidence.
Inclusion invites examination. Each example keeps the author’s text separate from the review.
Four to One: Auditing the Leaked DeepSeek Notes
What does a four-to-one chip ratio mean? A systems analysis of training and inference, reviewed for its assumptions, units and calibration.
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