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The reinforcement learning market has exploded, with enterprises seeking to use less of general-purpose models in favor of specialized ones going forward. As these specialized demands increase, the supporting infrastructure must also scale. This transition is driving a complete reimagining of the AI infra stack. Capital is flowing towards ecosystems that enable efficiency, differentiation, and defensibility such as inference infra, fine-tuning platforms, and middleware orchestration.
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