# hardware-software co-design
Latest news and articles about hardware-software co-design
Total: 2 articles found
DeepSeek’s DualPath Promises to Halve AI Inference Costs — But Questions Remain
DeepSeek has introduced DualPath, an inference architecture it says can double efficiency and lower the compute cost of running large AI models. The move reflects a broader industry shift toward software and architectural optimisations that could reduce reliance on cutting‑edge chips, but real‑world validation and integration challenges remain.
China’s Haiguang DCU Ships Day‑One Support for Zhipu AI’s GLM‑5, Tightening Hardware‑Model Integration
Haiguang Information’s DCU has completed Day‑0 adaptation and joint fine‑tuning of Zhipu AI’s newly open‑sourced GLM‑5 model, using its DTK stack to optimise operators and hardware acceleration. The move highlights China’s push to pair domestic models with domestic compute, reducing reliance on foreign accelerators and accelerating production deployment.