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March 27, 20260 citationsOpen Access

Efficiency as Intelligence: The Resource-Normalized Score for Universal Benchmarking

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OIOleh Ivchenko

Key Points

  • The aim is to introduce a new score that measures efficiency in a normalized way across different systems.
  • Developed a resource-normalized score for efficiency.
  • Conducted comparisons of the score across various domains.
  • Analyzed implications for existing benchmarking systems.
  • Introduced a score that simplifies comparisons of efficiency.
  • Highlighted the potential for broader applications in evaluation contexts.

Abstract

Research article: Efficiency as Intelligence: The Resource-Normalized Score for Universal Benchmarking

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Cite This Study

Oleh Ivchenko (2026) studied this question.

synapsesocial.com/papers/69c620ab15a0a509bde1933dhttps://doi.org/10.5281/zenodo.19223497
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