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Tokens Enable Emergent Resource Rationality

Tokens Enable Emergent Resource Rationality
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πŸ“„Read original on ArXiv AI

⚑ 30-Second TL;DR

What Changed

Emergent strategy adaptation to complexity

Why It Matters

Demonstrates scaling compute at inference fosters human-like rational reasoning, advancing LRM capabilities.

What To Do Next

Prioritize whether this update affects your current workflow this week.

Who should care:Researchers & Academics

Key Points

  • β€’Emergent strategy adaptation to complexity
  • β€’LRMs outperform IT models on logic functions
  • β€’No need for cost-based training rewards
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