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@neubench.bsky.social network
Scalar math loops waste modern hardware. Tensor Cores execute tiled matrix blocks in a single pass.

To prevent memory stalls, align your tensor layouts to 16-byte boundaries for coalesced global loads.

#AI #SystemDesign #SoftwareEngineering #GPU
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@theaiprism.bsky.social network
The gap between benchmark wins and deployment wins keeps widening. One gets headlines; the other gets customers.
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@neubench.bsky.social network
Logits are raw, unscaled vector scores—akin to arcade points before global ranking percentages are computed. They determine relative preference, not absolute probability, until normalized via Softmax.

#AI #MachineLearning #SystemDesign #SoftwareEngineering
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@humainlogic.bsky.social network
Node.js creator Ryan Dahl says software engineering went "100% AI written in such a short time," and AI writes C++ better than he ever could. His caveat: making sure it works is still the hard part.

How exposed is your role? humainlogic.com/tracker

#AI #SoftwareEngineering