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Author

Mert Demirer

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Review

Returns to intelligence: Worker and firm adaptation to advances in AI

Analyzing work patterns of nearly 200,000 software developers at 500 firms suggests benchmarks alone are insufficient for evaluating economic responses to AI progress, as new model capabilities reshape worker tasks and propagate unevenly across firm types.

Suproteem K. Sarkar, Luke Melas-Kyriazi, M. Agarwal et al. · 0 citations
Open access Aug 2026

The Emerging Market for Intelligence: How Firms Buy and Sell AI

We describe the emerging business-to-business market for large language model (LLM) inference and document key empirical patterns in its supply, pricing, and dynamics, using data from OpenRouter. First, supply has expanded rapidly: the number of commercially available models, model creators, and inference providers has...

Mert Demirer, Andrey Fradkin, Nadav Tadelis · 0 citations

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