Model Releases
NEW paper from NVIDIA. EDA tools like ABC have been hand-tuned by humans for decades. New research from NVIDIA shows they can evolve themsel…
NEW paper from NVIDIA. EDA tools like ABC have been hand-tuned by humans for decades. New research from NVIDIA shows they can evolve themselves. The work introduces the first self-evolving logic synth
NEW paper from NVIDIA. EDA tools like ABC have been hand-tuned by humans for decades. New research from NVIDIA shows they can evolve themselves. The work introduces the first self-evolving logic synthesis framework: multi-agent LLMs autonomously refine the entire ABC codebase, generating and testing candidate optimization sequences against standard benchmark circuits, then merging improvements back into the base tool. No human engineer in the loop. ABC is a foundational tool across the semiconductor industry. If agents can evolve it without manual engineering, the same pattern generalizes to any large, domain-specific codebase. It is a concrete extension of the self-improving agent thread, applied to real infrastructure that shipping chips depend on. Paper: https://arxiv.org/abs/2604.15082 Learn to build effective AI agents in our academy: https://academy.dair.ai/
Source: DAIR.AI (X) | 2026-04-20