#GLM4

388 related articles

Jul 23, 2026·6 min

Hands-On with Qwen 3.8 Max: How an Open-Source Model Closes In on Top-Tier Closed Models

Qwen 3.8 Max has 2.4 trillion parameters and will be open-sourced. In KingBench testing it scored 81.25%, ranking second, beating Claude Opus 4.8 and trailing only Fable 5. A deep dive into its performance across 8 tests.

Jul 23, 2026·7 min

Qwen3 235B A22B in Practice: A 2.4-Trillion-Parameter Open Model Surpasses Claude Opus

Hands-on with Alibaba Tongyi Qianwen's strongest Qwen3: a 2.4-trillion-parameter open weight model scoring 81.25% on KingBench, ranking second and beating Claude Opus 4.8 with perfect scores in game dev, math, and agent tasks.

Jul 23, 2026·3 min

Claude Sonnet 5 Deep Dive: Impressive Benchmarks, Questionable Value — Just Use Opus 4.8?

Claude Sonnet 5 review: 63.2% SWE-bench, near Opus 4.8 performance, but new tokenizer hides real costs. Ranks 13th on CursorBench. Most tasks: stick with Opus 4.8.

Jul 22, 2026·6 min

Claude Sonnet 5 In-Depth Testing: 8 Real-World Tasks Reveal Its True Capability Boundaries

Bilibili creator KaterSony tests Claude Sonnet 5 across 8 real-world tasks—image recognition, 3D modeling, web generation—comparing it against GPT-5.5, Gemini 3.1 Pro, and revealing its true capability limits and cost traps.

Jul 22, 2026·2 min

Claude Sonnet 5 Leaked: Near-Opus Performance at a Fraction of the Price

Claude Sonnet 5 leak: rumored input price of just $2/million tokens with near-Opus 4.8 performance. We break down the evidence, pricing, and what it means for developers.

Jul 22, 2026·3 min

Claude Sonnet 5 Deep Dive: Impressive Benchmarks, Disappointing Reality — Stick with OPUS 4.8

Anthropic's Claude Sonnet 5 claims near-OPUS 4.8 performance at lower cost. Real-world tests reveal hidden tokenizer costs, weak creative output, and only 13th place on Cursor rankings.

Jul 22, 2026·3 min

Kimi K3 Hands-On: How a 2.8-Trillion-Parameter Open-Source Model Beat Fable5

A US engineer's live test of Kimi K3: 2.8T parameters, 1M token context, 87% audience vote over Fable5 in game generation. Full report covering benchmarks, speed, and code debugging.

Jul 22, 2026·2 min

3-Month Roadmap to Becoming an AI/LLM Engineer: A Systematic Learning Guide

A 3-month structured roadmap for developers transitioning into AI/LLM engineering: Python & API basics, LangChain/FastAPI stack, and RAG/Agent projects.

Jul 21, 2026·3 min

Qwen3 Deep Dive: A Complete Look at the Open-Source Hybrid Reasoning Model

Qwen3 deep dive: 6 Dense & MoE models from 0.6B to 235B, world's first open-source hybrid reasoning model, matching Gemini 2.5 Pro. Complete guide for developers and enterprises.

Jul 21, 2026·2 min

Zhipu GLM New Model Coming Soon: Decoding the Founder's Teaser

Zhipu AI's Z.ai founder teases a new GLM model just one month after GLM 5.2. We decode the announcement, explore likely upgrade directions, and analyze China's LLM iteration pace.

Jul 21, 2026·3 min

Ornith 9B/35B Hands-On: A New Local Deployment Option for Code Agents

Ornith 1.0 by Deep Reinforce reinforces Qwen 3.5 for code agents. We test Ornith 9B & 35B MoE on Chinese writing, logic, and invoice OCR, with full llama.cpp deployment guide.

Jul 21, 2026·2 min

AI Predicts the World Cup: 6 Models Backed France, Claude Alone Picked Spain — and Got It Right

8 AI models predicted the World Cup winner: 6 picked France, only Claude picked Spain. After Spain knocked France out 2-0, this experiment raises deep questions about AI herd behavior and independent judgment.

Jul 21, 2026·4 min

NRF52840 Bluetooth Keyboard Development: Hardware Selection and AI-Assisted Project Setup

Building an NRF52840 Bluetooth left-hand keyboard from scratch: why NRF52840+ZMK, AI-assisted project init, pin assignment, and real-world debugging of Bootloader offsets and Kconfig configuration.

Jul 21, 2026·2 min

Vibe Coding vs AI Engineering: A Practical Enterprise-Level Comparison Guide

A deep dive comparing Vibe Coding vs AI Engineering, with hands-on analysis of Claude Code and Codex, two real projects, and the role of Skills in enterprise AI development.

Jul 20, 2026·2 min

Claude Sonnet 5 Deep Dive: Near-Opus Performance but Higher Costs — Is It Worth the Upgrade?

Claude Sonnet 5 benchmarked: near-Opus 4.8 performance but poor token efficiency makes it pricier than the flagship. Full analysis of pricing, safety tradeoffs, and real-world results.

Jul 20, 2026·4 min

Understanding Transformer From the Ground Up: How Language Models Predict the Next Word

From Tokenization and Embedding to the Attention mechanism, this article systematically breaks down how Transformer works — and how ChatGPT turns input text into next-token probabilities.

GitHub Daily · July 20: AI Agent Infra…

Jul 20, 2026·3 min

GitHub Daily · July 20: AI Agent Infrastructure Explodes Across the Board

AI Agent infrastructure explodes across GitHub Trending: OmniRoute unifies 268+ providers, cognee adds long-term memory, and self-hosted openship tops growth with +1719 stars.

Jul 20, 2026·3 min

DeepSeek and Zhipu Race to Build Custom AI Chips: China's Path to AI Compute Independence

DeepSeek seeks $7B for custom AI inference chips; Zhipu AI explores ASIC. Deep dive into China's AI compute independence strategy, multimodal generation, agents, and hardware trends.

Jul 20, 2026·3 min

How Vibe Coding Uses AI Design Systems to Break Free from Template Aesthetics

Claude Design banned its own aesthetic — here's what that reveals. Learn how Agent workflows, system prompts, and Skill division help you escape AI Slop and build a genuine personal design style.

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.