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#59 Neil: Kimi K2's Technology Is A Breakthrough Changing The Race

21 min • 23 juli 2025

How did China create a world-beating AI? Kimi K2 combines a new "agentic" training approach with hyper-efficient algorithms, born from necessity. Explore the tech secrets and state-backed strategy that give China a new edge in the race for global AI dominance. 🚀

We'll talk about:

Kimi K2's Raw Power: Why this one-trillion-parameter MoE model is a top performer in coding, tool use, and even emotional intelligence.
A New Training Philosophy: How Kimi K2 was trained on real-world "agentic" tasks (like booking flights) instead of abstract math problems, making it a "deep thinker" for practical applications.
The Efficiency Breakthrough: The shift from the decade-old AdamW optimizer to the new Muon optimizer, allowing Kimi K2 to learn more with less data and compute - a crucial advantage under US sanctions.
China's Grand Strategy: How China uses powerful open-source models as a geopolitical tool and fosters a collaborative national ecosystem to accelerate progress.
The US's Stumble: Why the profit-driven, fragmented, and internally competitive approach of US labs puts them at a strategic disadvantage in a race that has become a matter of national interest.

Keyword: Kimi K2, Moonshot AI, Open Source AI, LLM, AI Tools.

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