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These aren't just hobbyist side projects. The victims included major financial institutions, security companies, global recruiting firms, and, notably, Google itself. If the vendor's own engineering teams can't avoid this trap, expecting every developer to navigate it correctly is unrealistic.
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Transformers solve these using attention (for alignment), MLPs (for arithmetic), and autoregressive generation (for carry propagation). The question is how small the architecture can be while still implementing all three.
whether before or after that year's bank run is up to you. Regardless of the
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[3] T. Knoll: “Pattern Dithering” (1999). US Patent No. 6,606,166. ↑
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