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LLMs and VLMs excel at conceptual tasks but falter in practical execution, achieving only 42.2% success in script generation for VLSI design.
Achieving six times the inference throughput of current LLMs while maintaining accuracy, Nemotron 3 Ultra redefines performance benchmarks for agentic reasoning tasks.
LLM agents can autonomously evolve and improve a million-line EDA tool, discovering optimizations that surpass human-designed heuristics.
