#HBM

148 related articles

Jul 28, 2026·4 min

Colibri: Running a 744-Billion-Parameter LLM on an Ordinary Laptop

Colibri uses MoE hot-cold separation and 4-bit quantization to run 744B-parameter models like GLM 5.2 on consumer hardware. Learn about its three-tier memory architecture and speculative decoding.

Jul 28, 2026·4 min

Laguna S 2.1 Deep Dive: Hands-On Local Deployment of a 118B Parameter Coding Model

In-depth review of Poolside's Laguna S 2.1 open-source coding model: MoE architecture, RL training, DGX Spark local deployment, and real-world agentic coding tests with 8B active parameters.

Jul 28, 2026·4 min

Framework 13 Pro In-Depth Review: The Modular Laptop That Finally Stops Compromising

Framework 13 Pro in-depth review covering build quality, display, performance, and Linux experience. This modular laptop achieves 85% of MacBook Pro's refinement with far superior repairability and upgradeability.

Jul 28, 2026·3 min

Samsung Z Fold 8 Hands-On: The Compact Foldable Is the Biggest Surprise

Samsung unveils the Z Fold 8, Z Fold 8 Ultra, and Z Flip 8. The Z Fold 8's passport-style design weighs just 201g with a dramatically improved crease, preemptively countering Apple's rumored foldable iPhone.

Jul 28, 2026·3 min

Samsung Z Fold 8 Hands-On: The Compact Foldable Is the Biggest Surprise

Samsung launches Z Fold 8, Z Fold 8 Ultra, and Z Flip 8. The Z Fold 8's passport-style design weighs just 201g with dramatically reduced crease, preemptively countering Apple's rumored foldable iPhone.

Jul 28, 2026·3 min

Apple Silicon LLM Inference Speed Benchmarks: A Complete Guide to Local Large Model Performance on Mac

In-depth analysis of Apple Silicon local LLM inference speed benchmarks covering M-series memory bandwidth, model quantization, MLX framework optimization, and Mac configuration guidance.

Jul 28, 2026·3 min

AMD CDNA5 Architecture Deep Dive: Technical Evolution and the AI Computing Competition Landscape

Deep analysis of AMD's CDNA5 architecture covering Chiplet packaging upgrades, HBM memory evolution, and low-precision compute optimization, examining how AMD challenges NVIDIA's AI chip dominance.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giants into Rival Camps

DeepSeek's open source model shakes Silicon Valley. OpenAI defends closed source while Microsoft, NVIDIA, and Meta back open ecosystems. Analysis of the AI open/closed source debate, Apple-Micron chip tensions, and AI-driven historical disinformation.

Jul 27, 2026·3 min

Open Source vs. Closed Source: Who Will Win the US-China AI Battle?

Chinese open-source models DeepSeek and Kimi K3 are challenging OpenAI's closed-source dominance. Analyzing the business logic, chip ecosystems, and US-China strategic dynamics behind the open vs. closed AI debate.

Jul 27, 2026·3 min

Running AI Inside DRAM: A Processing-in-Memory Experiment That Breaks DDR4 Timing Rules

Explore how deliberately violating DDR4 timing rules enables running PrismML's Bonsai AI model inside DRAM, covering the principles, energy benefits, and challenges of processing-in-memory.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giant Alliances

Jul 27, 2026·3 min

Open Source vs. Closed Source: Who Will Win the US-China AI Battle?

Chinese open-source models DeepSeek and Kimi K3 challenge OpenAI's closed-source dominance. Analysis of open vs. closed AI strategies, CUDA moat erosion, and the US-China strategic battle for AI supremacy.

Jul 27, 2026·2 min

The AI Compute Arms Race: Why Tech Giants Are Betting Everything on Data Centers

Tech giants are frantically investing in AI compute infrastructure driven by FOMO. This deep dive analyzes the logic, capital scale, energy challenges, and industry reshaping of the compute arms race.

Jul 27, 2026·2 min

The AI Computing Arms Race: Why Tech Giants Are Betting Everything on Data Centers

Tech giants are pouring billions into AI computing infrastructure driven by FOMO. This deep dive analyzes the arms race logic, capital scale, energy challenges, and industry reshaping.

Jul 25, 2026·5 min

Why Are China's Open-Source AI Models Getting Stronger? A Deep Dive Into Three Comeback Strategies

Facing US chip bans and closed-source monopoly, how do China's open-source AI models keep fighting back? A deep dive into three core paths: open-source pricing games, optical interconnect positioning, and on-device scenarios.

Jul 25, 2026·5 min

Why Are China's Open-Source AI Models Getting Stronger? A Deep Dive into Three Comeback Paths

Facing US chip bans and closed-source monopolies, how do China's open-source AI models keep striking back? A deep dive into three core paths: open-source pricing-power games, optical interconnect positioning, and edge-side use cases.

Jul 24, 2026·5 min

China Weighs Restricting Top AI Model Exports as DeepSeek Develops Its Own Inference Chip

China's Commerce Ministry weighs restricting overseas access to top open-weight AI models from Alibaba, ByteDance, and DeepSeek, while DeepSeek develops its own inference chip amid a US-China AI export standoff.

Jul 24, 2026·5 min

China Weighs Restricting Top AI Model Exports, While DeepSeek Quietly Builds Its Own Inference Chip

China's Ministry of Commerce is weighing restrictions on overseas access to top open-weight AI models from Alibaba, ByteDance, and DeepSeek. Meanwhile, DeepSeek is quietly building its own inference chip and raising ~$7B in first external funding.

Jul 24, 2026·2 min

Vibe-Research Deep Dive: A Complete Guide to This Open-Source AI Investment Research System

A hands-on look at Vibe-Research, an open-source AI investment research tool supporting A-share, HK, and US stocks, with DeepSeek, Claude, and Codex integration.

Jul 23, 2026·3 min

Claude Code Artifacts Now Open: AI Agent Race Shifts Into High Gear

Claude Code Artifacts opens to Pro/Max users with real-time web deployment. Roundup of AI Agent news: Alipay Abao beta, ByteDance EdgeBench, Microsoft Frontier Company, and OpenAI/Anthropic compute strategies.