Small Models, Big Wins: The Case Against Always Using Frontier AI
Frontier models are extraordinary generalists, but most production AI tasks are cheaper, faster and more reliable on compact models.
Hiroshi TanakaSep 19, 20263,416 reads
Artificial intelligence research, tooling and real-world deployment.
Frontier models are extraordinary generalists, but most production AI tasks are cheaper, faster and more reliable on compact models.
Most failed internal AI assistants break at retrieval, not generation — the model was fine, the context was wrong.
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