# Expanded collaboration combines agentic AI, physics-based simulation, and digital twins to accelerate engineering and unlock new levels of productivity.

*genai · news · 2026-05-03 · manilastandard.net*

## Key points

- Cadence's AgentStack orchestrates multi-agent design workflows, extending agentic AI beyond RTL to system-level design.
- Cadence and NVIDIA's workflow demonstrated compressing semiconductor design cycles from days to hours using agent-driven flows.
- Digital twins of NVIDIA DSX-based AI factories showed up to 32% more tokens per watt with MaxQ and warmer coolant.
- Cadence will use NVIDIA AI physics models and Millennium M2000 Supercomputer for up to 100X workflow speedup.
- Cadence and NVIDIA integrate robotics and simulation libraries to rapidly close the sim-to-real gap in physical AI systems.

**Companies:** NVIDIA, Cadence, Honda R&D, Samsung, SK Hynix
**Countries:** United States, South Korea, Japan

[Read the full story on manilastandard.net](https://manilastandard.net/tech/314735281/cadence-and-nvidia-expand-partnership-to-reinvent-engineering-for-the-age-of-ai-and-accelerated-computing.html)

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