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24x token consumption by 2030?

Artificial Intelligence
17 May 20261 min summaryFrom 20VC with Harry Stebbings
24x token consumption by 2030?
20VC with Harry Stebbings
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  • The idea of 24x token consumption by 2030 seems too low, considering the emerging theme of parallel agents, which can significantly increase processing power 0s.
  • Parallel agents are not necessary for all workflows, but those that can benefit from them are just beginning to take off, and having 10 agents could potentially lead to 250x token consumption 10s.
  • Most people are accustomed to a sequential world, where they interact with tools like Claude, Claude code, or chat GPT in a linear fashion, due to the limitations of human cognition 42s.
  • The ability to natively run parallel agents provides new capabilities that were not available a few months ago, essentially granting users superpowers that can be leveraged to build and test multiple scenarios simultaneously 1m6s.
  • The use of parallel agents raises questions about how language models decide which of the multiple expressions of possible futures is the best, and how to select the optimal combination of these expressions 2m6s.
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