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arXiv — cs.AI

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JevSpawn: Adaptive Agentic Inference through Compositional Action Spaces

LLM agents generate intermediate reasoning and actions token by token, making extended interactions slow and computationally expensive. Jev-style models offer fast probabilistic predictions over finite fields, but require those fields to be specified in advance. This requirement…

arXiv — cs.AIBy: Haoyang Su, Weiran HuangOctober 2, 2026 (Oct 2)
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AI Summary & Key Takeaways

  • LLM agents generate intermediate reasoning and actions token by token, making extended interactions slow and computationally expensive
  • Jev-style models offer fast probabilistic predictions over finite fields, but require those fields to be specified in advance
  • This requirement…
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JevSpawn: Adaptive Agentic Inference through Compositional Action Spaces

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