Apoorva Mehta: Surge in token usage prompts questions on infrastructure readiness

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13.03.2026

Apoorva Mehta: Surge in token usage prompts questions on infrastructure readiness — Surge in token use raises questions

A predicted surge in token usage over the next year is raising concerns about infrastructure capacity. Apoorva Mehta, via social media, cited the possibility that society could use 100 times more tokens within 12 months. Mehta questioned whether current infrastructure can support such exponential growth. The outlook suggests scaling challenges for systems underpinning digital tokens, particularly as advances in artificial intelligence and automated applications drive up demand for computational resources.

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These questions about infrastructure readiness closely align with ongoing debates around evolving productivity standards in the digital era. Mehta’s concerns over scaling echo themes explored in discussions of how continuous agent work may redefine expectations for productivity, as detailed in "Apoorva Mehta: Continuous agent work redefines standards for productivity."

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