AINeutralarXiv – CS AI · 10h ago6/10
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Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
A new arXiv paper argues that optimizing how language represents tasks—rather than scaling model size—is crucial for advancing LLM intelligence. The research demonstrates that deliberate language representation design can yield substantial performance improvements without modifying model parameters, supported by controlled experiments showing how different linguistic framings of identical tasks trigger different internal feature activations.