Not all AI inference tasks need text generation. Classification, ranking, and constrained-output problems are being inefficiently shoehorned into autoregressive LLMs; specialized model shapes optimized for specific output types will fragment the inference market along a new dimension beyond cost-versus-intelligence.
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Topics: AI (Horizontal) · AI Infrastructure
Published by Kojo Osei · their site ↗
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