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GPT-5.1 and Kimi K2: What ‘Thinking AI’ really means

Mixture of Experts

00:00

User experience and empathy as product differentiation

Kaoutar discusses customization, adaptive reasoning, and the strategic choice to emphasize conversational warmth over raw benchmarks.

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