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A representative image illustrating diffusion-based artificial intelligence reasoning models, reflecting how Inception’s Mercury 2 is reshaping inference speed, cost efficiency, and real-time deployment for large language models.

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Technology Industry News

Inception’s Mercury 2 challenges the token-by-token logic holding back real-time AI systems

Discover how Inception’s Mercury 2 challenges autoregressive reasoning models by rethinking inference speed, cost, and scalability for real-time AI.

February 24, 2026

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