‘Selling coffee beans to Starbucks’ – how the AI boom could leave AI’s biggest companies behind
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最新报道：Foundation models are increasingly viewed as interchangeable commodities, with AI startups focusing on fine-tuning and interface design rather than pre-training. The diminishing returns from hyperscaled models have shifted attention to post-training and reinforcement learning. This trend undermines the dominance of major AI labs like OpenAI and Anthropic, as open-source alternatives and application-layer competition reduce their pricing power. While foundation model companies retain advantages in brand and infrastructure, the lack of a durable technological moat suggests a future where they may become low-margin back-end suppliers rather than industry leaders.
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