Beware General Claims about “Generalizable Reasoning Capabilities” (of Modern AI Systems)
The AI Alignment Forum
JUNE 11, 2025
Gary Marcus argued in the 1990s and 2000s that undifferentiated, fully-connected neural networks cannot learn important aspects of natural language. Increasing the precision of the attention mechanism greatly increases the representation power of the transformer forward pass.
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