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AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Apr 14, 2026 · Industry Insights

Why GLM‑5.1’s Open‑Source Release Challenges GPT‑4o and Shifts the AI Landscape

The article reviews GLM‑5.1’s full open‑source launch with a 5‑million‑token context and benchmark scores rivaling GPT‑4o, examines the 300% API usage surge for domestic models after US API bans, and outlines upcoming roadmaps from Musk, OpenAI, Meta, Google, Tencent, Alibaba, and Huawei, while highlighting China’s lead in AI compute, record‑high global AI investment, and the UN’s new AI governance fund.

AI investmentAI modelsbenchmark
0 likes · 14 min read
Why GLM‑5.1’s Open‑Source Release Challenges GPT‑4o and Shifts the AI Landscape
21CTO
21CTO
Sep 19, 2025 · Artificial Intelligence

Alibaba’s PPU Chip Outperforms NVIDIA A800 – How China’s AI Hardware Is Catching Up

A recent report comparing Alibaba’s home‑grown PPU AI accelerator with NVIDIA’s A800 shows the PPU’s 96 GB HBM2e memory, 700 GB/s bandwidth, PCIe 5.0×15 interface and 400 W power draw surpass the A800 and rival the H20, while large‑scale deployments in China’s telecom sector demonstrate rapidly growing compute capacity.

AI ChipAlibabaHBM2e
0 likes · 4 min read
Alibaba’s PPU Chip Outperforms NVIDIA A800 – How China’s AI Hardware Is Catching Up
21CTO
21CTO
Jul 21, 2025 · Artificial Intelligence

What Is AI Compute Power and Why It Drives Modern Machine Learning?

This article explains AI compute power as the computer's ability to process data, describes why strong compute accelerates model training, outlines the three main types—general, intelligent, and super—and breaks down its hardware, software, algorithm, and infrastructure components for beginners.

Algorithm OptimizationHardwareSoftware Framework
0 likes · 8 min read
What Is AI Compute Power and Why It Drives Modern Machine Learning?
Architects' Tech Alliance
Architects' Tech Alliance
Feb 6, 2024 · Industry Insights

How to Evaluate Data Center Compute Power: From Supercomputer Benchmarks to PUE

This article explains the concept of data‑center compute power, reviews mature evaluation methods such as TOP500/FLOPS for supercomputers and SPEC CPU, SPECpower, and MLPerf for conventional servers, introduces the PUE efficiency metric, and summarizes the four core components that together define a data‑center's computing capability.

BenchmarkingHPCMLPerf
0 likes · 9 min read
How to Evaluate Data Center Compute Power: From Supercomputer Benchmarks to PUE
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 3, 2023 · Cloud Computing

Rethinking Cloud Computing: How Alibaba’s CIPU Redefines Compute Power

This article revisits cloud computing by tracing the evolution of compute power, exploring Alibaba Cloud’s infrastructure breakthroughs such as the CIPU processor and its core platforms, and analyzing how these advances reshape elastic, big‑data, high‑performance, and AI workloads while highlighting trust, cost, and self‑service challenges.

Alibaba CloudCIPUDistributed Systems
0 likes · 32 min read
Rethinking Cloud Computing: How Alibaba’s CIPU Redefines Compute Power