Author

Stef Cuyckens

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Jul 2026

ARES: Adaptive Reasoning-Effort Steering for PPA- and Cost-Aware RTL Optimization with LLM Agents

A normalized dollar cost per LLM call reported alongside the figure of merit (FoM) is introduced, enabling fair comparison across effort levels and optimizers and finding the construction of the long-term memory matters little.

Stef Cuyckens, M. Jivanescu, Jun Yin et al. · arXiv.org · 0 citations