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Measure AI as GDP per Token

Measure AI as GDP per Token
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🧠Read original on 机器之心
#ai-evaluation#token-efficiencyai-production-capacity-functionmmluswe-bench

💡New metric: AI GDP per token—beyond benchmarks to real econ productivity comparisons

⚡ 30-Second TL;DR

What Changed

GDP/token as core metric for AI productivity

Why It Matters

Shifts AI eval from benchmarks to econ productivity, aiding investment and policy on true value creation.

What To Do Next

Compute your model's GDP/token on GAIA tasks using Wang Jie's framework to benchmark econ value.

Who should care:Founders & Product Leaders

Key Points

  • GDP/token as core metric for AI productivity
  • Economic Turing test: feasibility + desirability
  • Task-space integral over econ value-weighted benchmarks
  • Accounts for token cost, human acceptance
  • Compares models across stages/countries
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Original source: 机器之心

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