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🤔 the-decoder.com/wait-a-minute-…

Apparently we have been slash-dotted 😎 (Is that still a thing or am I showing my age?..😳) tech.slashdot.org/story/25/05/29…

Neural networks can express more than they learn, creating expressivity-trainability gaps. Our paper, “Mind The Gap,” shows neural networks best learn parallel algorithms, and analyzes gaps in faithfulness and effectiveness. Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)

The transformer expressiveness results are often a bit of a red herring as there tends to be a huge gap between what can be expressed in transformers, and what can be learned with gradient descent. Mind the Gap, a new paper lead by Lucas Saldyt dives deeper into this issue 👇👇

🤣🤣🤣 (especially since no one needs length generalization beyond 20x20 digit multiplication anyways.. )

Orlando rain forests..