Computer System

Kimi K3 Dominates Global Open-Source Models: Core Technologies and the New US-China AI Race | TrendForce

New Kimi K3 Dominates Global Open-Source Models: Core Technologies and the New US-China AI Race

Aug 18, 2026 | PDF

On July 27, 2026, the Chinese AI startup Moonshot AI officially open-sourced the weights for its flagship AI model, Kimi K3. Boasting a total parameter count of 2.8 trillion (2.8T), Kimi K3 currently...

2026 Global IoT Chip Trends: AI Inference Extends to End Devices as Connectivity Diversifies | TrendForce

New 2026 Global IoT Chip Trends: AI Inference Extends to End Devices as Connectivity Diversifies

Aug 07, 2026 | PDF

The market once expected 5G to become the universal connectivity standard for the Internet of Things (IoT) and believed that AI would drive computing power toward the network edge. However, as of 2026...

2026 Humanoid Robot Market: Dexterous Hand Trends | TrendForce

New 2026 Humanoid Robot Market: Dexterous Hand Trends

Aug 05, 2026 | PDF

Dexterous hands are one of the most costly core modules in humanoid robots. As robot shipments grow, the market for dexterous hands expands in lockstep, and capital is rapidly flowing into specialized...

Overcoming the Memory Bottleneck: CXL Expansion and KV Cache Compression Innovations | TrendForce

New Overcoming the Memory Bottleneck: CXL Expansion and KV Cache Compression Innovations

Jul 15, 2026 | PDF

During the first half of 2026, surging demand for KV Cache coupled with constrained memory supply resulted in severe memory bottlenecks. To resolve the KV Cache bottlenecks, industry players are seeki...

Humanoid Robot Industry Diverges: 1H26 Exhibitions Reveal Physical AI's New Competitive Order | TrendForce

New Humanoid Robot Industry Diverges: 1H26 Exhibitions Reveal Physical AI's New Competitive Order

Jul 09, 2026 | PDF

The global humanoid robotics industry is advancing rapidly across three key hubs—China, North America, and the broader Asian supply chain—and is approaching a pivotal inflection point around 2026 as t...

Power Integrity Upgrades in AI Servers: Evolving Roles of Silicon Capacitors and MLCCs | TrendForce

Power Integrity Upgrades in AI Servers: Evolving Roles of Silicon Capacitors and MLCCs

Jun 11, 2026 | PDF

The need for power integrity in AI servers is extending from the board level directly into the package. This shift is driving a transition in capacitor technology, moving beyond a sole reliance on tra...

ASIC Design and Service Competition Shifts from Chip Scale to Rack/POD Level | TrendForce

ASIC Design and Service Competition Shifts from Chip Scale to Rack/POD Level

May 28, 2026 | PDF

On February 16th 2026, MediaTek CEO Rick Tsai stated in his ISSCC 2026 keynote that the basic unit for measuring AI compute efficiency will no longer be just the AI chip, but the entire AI system, inc...

Defense Tech Transformation: Software-Defined Systems & Taiwan's Supply Chain Positioning | TrendForce

Defense Tech Transformation: Software-Defined Systems & Taiwan's Supply Chain Positioning

Apr 24, 2026 | PDF

Intensifying global geopolitical conflicts are driving up defense spending, and warfare is pivoting toward asymmetric and information warfare, making low-cost unmanned vehicles (UAVs) crucial. China i...

2026 Agentic AI Wave: CPU Shortage and GPU Ratio Structural Changes | TrendForce

2026 Agentic AI Wave: CPU Shortage and GPU Ratio Structural Changes

Apr 08, 2026 | PDF

On March 16th 2026, NVIDIA used GTC to debut the first standalone Vera CPU Rack for sale. On March 25th, Arm announced its own Arm AGI CPU and introduced two CPU rack variants (air‑cooling and liquid‑...

2026 T-Glass Supply Shortages: AI Rack Fiberglass Trends | TrendForce

2026 T-Glass Supply Shortages: AI Rack Fiberglass Trends

Mar 24, 2026 | PDF

NVIDIA once again showcased its Rubin-series chips and rack systems—scheduled for launch by the end of 2026—at GTC 2026 on March 16th. Compared to the previous generation, the Rubin series boasts sign...

2026 Outlook: NVIDIA Rubin Drives New Wave of AI Hardware Upgrades | TrendForce

2026 Outlook: NVIDIA Rubin Drives New Wave of AI Hardware Upgrades

Mar 18, 2026 | PDF

As data centers adopt HVDC architectures to reduce grid-to-chip power losses, demand for advanced power conversion and next-gen semiconductors surges. Meanwhile, Asian manufacturers continue to domina...

Google TPU: Balancing AI Compute Performance and Cost Efficiency | TrendForce

Google TPU: Balancing AI Compute Performance and Cost Efficiency

Mar 11, 2026 | PDF

AI chips represent the core cost component of computing infrastructure. Recently, reports that Google’s TPU has been adopted by several leading companies have drawn attention to the possibility of mor...

Quantum Computing Arms Race: Post-GPU Era Global Crisis and Taiwan's Positioning | TrendForce

Quantum Computing Arms Race: Post-GPU Era Global Crisis and Taiwan's Positioning

Jan 02, 2026 | PDF

As AI compute demand grows exponentially, the physical limits of traditional silicon-based chips are rapidly becoming apparent. The world is accelerating into a disruptive “post-GPU era,” in which qua...

TPU vs GPU Comparison: 2025 AI Accelerator Market Shockwave Outlook | TrendForce

TPU vs GPU Comparison: 2025 AI Accelerator Market Shockwave Outlook

Dec 16, 2025 | PDF

The global AI hardware market continues to expand, driven by increasing CSP capital expenditures and accelerated procurement of advanced computing resources. In response, companies are partnering with...

Global Satellite Industry Review and Outlook: 2025 Key Developments and 2026 Prospects | TrendForce

Global Satellite Industry Review and Outlook: 2025 Key Developments and 2026 Prospects

Nov 28, 2025 | PDF

The global satellite market is expected to reach $392 billion in 2026. Competition will intensify as Starlink continues expanding satellite broadband and direct-to-cell (D2C) services into emerging ma...

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