cs.AR · 2026-08-01 · No. 71
Hardware Architecture, 2026-08-01.
1 new papers in cs.AR. Titles, authors,
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01 — The papers
1 entries-
01
ARES: Adaptive Reasoning-Effort Steering for PPA- and Cost-Aware RTL Optimization with LLM Agents
Stef Cuyckens, Mihaela Jivanescu, Jun Yin, Chao Fang, Marian Verhelst
cs.AR · cs.AI
Large language model (LLM) agents optimize the power, performance, and area (PPA) of register-transfer-level (RTL) designs by iterating over edits, synthesis, and PPA analysis, paying a dollar cost for every LLM call. Prior agents report the quality reached without its normalized cost, attribute that quality to an engineered cross-design memory, and hold the reasoning effort of every call fixed. We propose Ares with three corresponding...
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