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JS Denain
Researcher

JS Denain

Epoch AI

@js_denain

JS Denain co-authored an article on changing drivers of LLM adoption with analysis of consumer and enterprise AI usage.

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Dec 2025 — Feb 2026
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ChatGPT1Gemini1Gemini 31

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Toby OrdResearcher
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JS Denain as author

How Persistent is the Inference Cost Burden?
Epoch AIanalysiscautiousFeb 17, 2026

While RL scaling for frontier AI models requires significant inference compute, the dollar cost to reach a given capability level falls rapidly over time, making the inference cost burden less persistent than previously suggested.

“Author of "How Persistent is the Inference Cost Burden?" in Epoch AI”

Reinforcement LearningAI InfrastructureFoundation ModelsAI Research

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The Changing Drivers of LLM Adoption
Epoch AIanalysispositiveDec 22, 2025

LLM adoption continues to grow globally with 800M ChatGPT weekly users, but growth drivers are shifting from US-centric standalone apps toward international markets and AI integration into mainstream products like Google Search and Meta messaging platforms.

“JS Denain co-authored an article on changing drivers of LLM adoption with analysis of consumer and enterprise AI usage.”

LLMsGenerative AIAI ProductsAI Adoption