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Nathan Cole

AI/ML Research Editor

Nathan Cole has covered applied machine learning and AI systems research for eight years, with a background in computer science and hands-on production ML experience. He brings a research-minded approach to frontier model coverage, focused on what new architectures and benchmarks actually change in practice.

Articles by Nathan Cole (19)

AI

Supermicro's $7B Gamble: Fueling the AI Revolution's Hardware Engine

Supermicro is raising $7 billion to fulfill a staggering $39 billion in AI server orders, positioning itself as the unsung hardware kingmaker of the artificial intelligence boom. This capital injection underscores the immense, tangible demand for physical infrastructure driving the future of AI.

Nathan Cole 9 min read

AI's Hidden Shifts: Taming the Blast Radius in Production

Subtle changes in AI models, like the 'Claude moment', are creating unprecedented operational risks. We explore why traditional software management falls short and how to proactively manage the 'blast radius' of unexpected AI behavior, from reputational damage to system failures.

Nathan Cole 8 min read