Reports
AI-generated structured vendor updates
Huawei and Hubei Mobile Validate AI Inference Acceleration: External KV Cache Boosts Throughput 372%
Huawei and Hubei Mobile completed the first operator AI inference acceleration trial, using OceanStor A800 storage and Ascend A3 supernode with UCM to externalize KV Cache to PB-level storage, achieving up to 372% TPS improvement for long-context inference on GLM-5.1 and MiniMax M2.5 models.
Huawei's Tao Law: LogicFolding Bypasses Lithography, 55% Density Gain on Fixed Node
At ISCAS 2026, Huawei's He Tingbo unveiled the Tao Law, replacing geometric scaling with temporal optimization targeting tau (characteristic time). LogicFolding vertically stacks active layers to shorten critical paths, achieving 55% transistor density increase and 41% energy efficiency gain on a fixed node. Kirin 2026 reaches 3.1GHz; Ascend series will adopt LogicFolding. The roadmap projects equivalent 1.4nm density by 2031, fundamentally challenging Moore's Law's lithography dependency.
Huawei and Linewell Launch Public Service AI Agent Solution
Huawei and Linewell collaborate on a public service AI agent solution built on Pangu model and Ascend AI cloud services, integrating intelligent Q&A, multi-turn dialogue and task automation for end-to-end government service automation.
Huawei Launches AI Education Center Solution for K-12 Market
Huawei introduced an AI Education Center solution for K-12 education, integrating teaching platform, lab, and experience center modules. The solution utilizes Ascend AI hardware and self-developed software platform to provide full-stack AI teaching support. It addresses pain points of dispersed resources and lack of practical environments.
Huawei Launches AI Data Platform with Compute-Storage Separation
Huawei launched an AI data platform featuring compute-storage separation architecture for efficient data flow. It integrates high-performance file system supporting EB-level data and accelerates AI training data preparation by 30%. Provides unified data management with seamless integration to major AI frameworks and Ascend hardware.
Huawei Releases Digital Solutions for Mining and Metallurgy Industries, Strengthening Vertical Strategy
Huawei launched digital solutions for mining and metallurgy industries, integrating 5G private networks, F5G industrial optical networks, AI computing, and cloud-edge-device coordination. The customized ICT framework targets production safety, efficiency bottlenecks, and automation needs.
Huawei Ascend 910C Trains 1.6T-Parameter MoE Model: First Full Pipeline on Domestic AI Chips
Huawei, in collaboration with research institutes, completed full-parameter post-training of DeepSeek-V4-Pro (1.6 trillion parameters, MoE) on an Ascend 910C cluster. Key metrics: stable 1,500 steps on 1,000 cards, 30% compute utilization, 14% operator efficiency gain, zero reliance on foreign GPUs. This marks the first end-to-end trillion-parameter training loop on domestic chips.