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Ssenthilnathan3 (auto-discovered)

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08:18
2026-08-10
ssenthilnathan3.github.io
machine-learning

MoE routing is just branch prediction

A software engineer's analysis argues that MoE routing in transformer inference is fundamentally the same problem as CPU branch prediction, and that KV cache management techniques such as prefix cachi…

00:00
2026-08-06
ssenthilnathan3.github.io
machine-learning

everything is a UOp

Tinygrad, the 17,000-line Python deep learning framework behind comma.ai's openpilot self-driving system, represents all tensor operations as UOps (universal operations) and uses lazy evaluation, defe…