#GLM4

389 related articles

Jul 19, 2026·2 min

GLM Open-Source Model: Can a Million-Token Context Window Challenge Claude Code?

GLM open-source LLM claims 1M-token context, local deployment, and coding ability rivaling Claude Code. We break down the three key selling points and evaluate the hype vs. reality.

Jul 19, 2026·4 min

The Local AI Inflection Point: Edge Deployment, Multi-Model Collaboration, and the Open-Source Ecosystem

AI Engineer Summit deep dive: Local AI hits a real inflection point, driven by privacy and cost. Multi-model collaboration goes mainstream, NVIDIA + ExoLabs achieve 10x gains, open-source ecosystem accelerates.

Jul 19, 2026·3 min

Pi Agent Review: A Minimalist Coding Agent That's Lightweight, Efficient, and Highly Customizable

Pi Agent hands-on review: ~1,200 token overhead, no built-in system prompts, supports Codex/Grok and more. Compared to Claude Code and OpenCode, Pi Agent wins with minimalist design and full customizability.

Jul 19, 2026·3 min

OpenCode In-Depth Review: Can This Open-Source Coding Agent Replace Claude Code?

OpenCode is an open-source terminal coding agent with 180K+ GitHub stars, supporting hundreds of models and a dual-layer agent architecture — completely free. See how it compares to Claude Code.

Jul 18, 2026·3 min

The Real Risks of Third-Party ChatGPT Top-Up Services: Don't Let a Bargain Cost You Your Account

Are third-party ChatGPT top-up services really safe? This deep dive unpacks how they work, the ban risks, and financial dangers — plus the right way to subscribe officially.

Jul 17, 2026·2 min

Text-Only Models Controlling a Linux Desktop: Inside PawFlow's Dual-Model Architecture

PawFlow decouples vision and reasoning into two models, letting a text-only LLM reliably control a Linux desktop. A deep dive into its dual-model architecture, pre-click guard, and caching strategy.

Jul 17, 2026·2 min

GPT 5.6 Three-Version Benchmark: What Makes Sol, Terra, and Luna Worth the Price Difference?

GPT 5.6's Sol, Terra, and Luna tested across 108 engineering checks. Backend scores tie between Sol and Terra — the real gap is in frontend and packaging delivery.

Jul 17, 2026·3 min

Open-Source LLM Surge: K3 and V4 Drop Together as the Marginal Cost of Intelligence Approaches Zero

Kimi K3, DeepSeek V4, Liquid, and Mistral are all dropping at once. MXFP4 quantization and MoE architecture are pushing the marginal cost of intelligence toward zero. Here's what it means.

Jul 17, 2026·3 min

The AI Privacy Debate: Why Local Models and Open-Source Frameworks Are Essential

When cloud AI privacy terms hide data-sharing risks, local model deployment and open-source frameworks offer developers a path to true data control. Analyzing xAI, OpenAI, GLM, Kimi, and Qwen.

Jul 17, 2026·3 min

AI Large Language Models for Beginners: Core Concepts and Chinese Model Landscape

New to AI? This guide clarifies AI, machine learning, deep learning, and LLMs, traces milestones from Deep Blue to DeepSeek, and maps out China's LLM landscape.

Jul 16, 2026·4 min

China Moves to Tighten Exports of Top AI Models, Marking a Major Turning Point for Its Open-Source Strategy

Beijing is reportedly consulting with Alibaba, ByteDance, and Z.AI on tiered AI export controls that could affect open-weight models, while DeepSeek quietly builds its own inference chips.

Jul 16, 2026·3 min

GPUStack in Action: Complete Guide to Day 0 Deployment of DeepSeek-V4-Flash

Deploy DeepSeek-V4-Flash DSpark on 8× H20-141G using GPUStack's SGLang backend on Day 0. Full walkthrough of Web UI config, parameter tuning, and 200 tokens/sec benchmark results.

Jul 16, 2026·2 min

Claude Code Beginner's Guide: A Deep Dive into the Most Powerful AI Coding Tool

Claude Code is the most powerful AI coding assistant available — local install, full project context, auto-debugging. See how it compares to Copilot, Cursor, and Trae.

Jul 16, 2026·3 min

LongCat 2.0: Meituan Trains a 1.6 Trillion Parameter LLM on Domestic Chips

Meituan open-sources LongCat 2.0, a 1.6T-parameter MoE model trained on 50,000+ custom chips without NVIDIA GPUs or Google TPUs, rivaling OpenAI and Google.

Jul 16, 2026·3 min

Meta Muse Spark 1.1 Deep Dive: The Platform Ambitions Behind Meta's First Closed-Source Model

Meta Muse Spark 1.1 deep dive: native multimodal architecture, platform tools, social data retrieval, e-commerce vision — Meta's first closed-source API model benchmarks against Anthropic Sonnet.

Jul 15, 2026·3 min

GPT-5.6 Proves 50-Year Math Conjecture in One Hour — AI Independently Cracks a Scientific Problem

GPT-5.6 Sol Ultra proved the 50-year-old Cycle Double Cover Conjecture in one hour for under $500. Plus: Apple sues OpenAI, Google open-sources Gemma 4, and Zhipu AI targets AGI.

Jul 15, 2026·2 min

GPT-5.6 Launch Triggers Industry Chain Reactions: The New Competition Landscape of Compute, Energy, and Open Source

GPT-5.6 raises frontier model expectations, Anthropic extends Fable 5; data center power bottlenecks emerge; open-source GLM5.2 rivals top closed models; AI review burden overlooked.

Jul 15, 2026·3 min

Vibe Coding in Practice: A Comprehensive Review and Selection Guide for 6 AI Coding Tools

In-depth comparison of 6 Vibe Coding tools — Claude Code, Trae, Zhipu, Cursor, and more — covering setup cost, Chinese support, pricing, and code quality.

Jul 14, 2026·4 min

AI Large Language Models for Beginners: Core Concepts, History, and China's Model Landscape

A beginner's guide to AI large models: clarify the relationships between AI, ML, deep learning, and LLMs, trace the journey from Deep Blue to ChatGPT and DeepSeek, and explore China's model landscape.

Jul 14, 2026·2 min

Coze No-Code AI Agent Development: A Complete Guide from Getting Started to Deployment

Build AI agents without coding! This guide covers Coze's visual workflows, 60+ plugins, RAG knowledge bases, and persistent memory — plus version selection tips for beginners.