In the fast-moving world of artificial intelligence, breakthroughs are often measured in parameters and benchmarks. But the real game-changer happens when cutting-edge models meet equally powerful hardware.

That moment has arrived.

DeepSeek’s latest V4-Pro — a massive 1.6 trillion parameter Mixture-of-Experts (MoE) model with only 49B active parameters — has been successfully validated for full-scale inference on Huawei’s Ascend 950PR heterogeneous chip. This is more than just another model release. It is the clearest sign yet that China has achieved a true “model-chip closed loop” — a self-sustaining ecosystem where world-class AI models and domestically developed AI chips work together in perfect synergy.

What Is the “Model-Chip Closed Loop”?

For years, the global AI industry has faced a painful bottleneck: the most powerful models were built on hardware that was increasingly difficult to access due to export restrictions.

The “model-chip closed loop” changes that equation.

It means:

• Top-tier open-source models (like DeepSeek V4) are optimized from day one for domestic hardware.

• Chinese AI chips (like Ascend 950PR) are designed with specific model architectures (especially MoE) in mind.

• Software stack (CANN), memory (HiBL), and heterogeneous computing architecture form a complete, high-performance pipeline.

The result? Frontier-level AI that is faster, cheaper, and fully sovereign.

Technical Breakthrough: V4 + Ascend 950PR

Here’s why this combination is historic:

• Model Side: DeepSeek V4-Pro delivers 1.6T total parameters while activating only 49B per token — delivering near-GPT-5/Claude Opus-level performance at a fraction of the inference cost and with native 1M token context support.

• Hardware Side: The Ascend 950PR offers 1.56 PFLOPS FP4 compute, 112 GB HiBL memory, and advanced heterogeneous architecture optimized for MoE’s “cold-hot expert” routing patterns.

• Performance: Day-0 full adaptation means real-world inference performance already matches or exceeds the best NVIDIA H20 solutions available in China, at significantly lower total cost of ownership.

This is the first time a truly frontier open-weight model has been proven at scale on fully domestic AI silicon.

Industry-Wide Impact

The ripple effects are already visible:

• LLM Companies (MiniMax, 智谱, etc.): Inference costs drop sharply → token pricing becomes competitive → faster path from “token demand” to real revenue.

• Semiconductor Sector: Strong validation for Ascend and other domestic players — the +6.33% movement in semiconductor stocks was just the beginning.

• Enterprises: Top-tier AI can now be deployed safely and cost-effectively on-premise or in private clouds without relying on restricted foreign GPUs.

• Global AI Landscape: The world is moving toward a true “dual-track” infrastructure — CUDA in the West, CANN + heterogeneous chips in China.

From Breakthrough to Business Value: A*Crew by GeniiAI

For enterprises, the most exciting part is not the benchmark numbers — it’s the ability to turn this technology into daily productivity.

A*Crew by GeniiAI is purpose-built for exactly this moment.

Powered by the latest frontier LLMs (including DeepSeek-class models), A*Crew is an enterprise-grade AI Agent Office Assistant that delivers:

• Multi-agent collaboration across HR, finance, marketing, IT, and operations

• Secure, privacy-first deployment with full company knowledge base integration

• Automated workflows that actually save hours every day

Whether you run V4 on Ascend chips in your own data center or in the cloud, A*Crew makes the leap from raw model power to real business impact seamless and secure.

👉 Ready to bring V4-level AI into your organization? Explore A*Crew by GeniiAI today: https://www.geniiai.co/