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Artificial Intelligence 12 min read
Why Your LLM Skill Gets Ignored and 5 Proven Design Patterns to Make Agents Work
ZhiKe AI
102
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Category Artificial Intelligence
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How to Connect Codex with DeepSeek V4 – A Complete Step‑by‑Step Guide
Su San Talks Tech 10 min read Artificial Intelligence
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Top 10 AI Papers This Week: SkillOpt, Agent Distillation, and Sleeping LLMs
Code Mala Tang 18 min read Artificial Intelligence
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Does Your AI Skill Pass the Test? An 8‑Dimension Evaluation Framework
ITPUB 17 min read Artificial Intelligence
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Open Design vs Claude Design: Free One‑Click Commercial UI Prototypes with 150+ Design Systems
AI Architecture Path 14 min read Artificial Intelligence
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Step-by-Step Guide to Installing Codex App and CLI on macOS and Windows
Su San Talks Tech 12 min read Artificial Intelligence
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Claude Code Best Practices and Getting Started Guide for Large Codebases
AI Engineer Programming 18 min read Artificial Intelligence
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08
Marvis Hands‑On Review: Six AI Agents Take Over My Desktop
Tencent Technical Engineering 15 min read Artificial Intelligence
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09
The Next Breakthrough for Speech LLMs: Turning Your Voice Model into a Prosody‑Aware Text Model
Machine Heart 10 min read Artificial Intelligence
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Self‑Generating Novel Gallium‑Based Materials via a Bayesian Optimization Framework Achieving 100% Uniqueness
HyperAI Super Neural 14 min read Artificial Intelligence
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11
Samsung’s Bold Move from Foundation Models to Physical AI: Leveraging ROM‑Based Architecture and New Benchmarks
Machine Heart 8 min read Artificial Intelligence
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Teaching 7,000 Languages: How LASA’s Semantic Bottleneck Enables Multilingual LLM Safety
Machine Learning Algorithms & Natural Language Processing 8 min read Artificial Intelligence
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Stanford’s LLM-as-a-Verifier Beats Claude Mythos and GPT‑5.5 on Agent Benchmarks
Data Party THU 7 min read Artificial Intelligence
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7 Steps to Build a Parallel Development Workflow with Claude Code Agent Teams
AI Architecture Hub 10 min read Artificial Intelligence
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Why Bigger LLM Context Windows Don’t Guarantee Better Agent Performance
IT Services Circle 30 min read Artificial Intelligence
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Rewriting Claude Code in 90k Lines of Python: How CheetahClaws Tests Harness Scaling
SuanNi 13 min read Artificial Intelligence
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Bengio’s New Parallel Multi‑Trajectory Reasoning Paradigm
PaperAgent 9 min read Artificial Intelligence
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18
MiniMax M3 Beats GPT‑5.5 in Programming and Goes Open‑Source
SuanNi 12 min read Artificial Intelligence
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How Front‑End Developers Can Transition to AI Agent Engineering by 2026: A Complete Guide
IoT Full-Stack Technology 20 min read Artificial Intelligence
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Why AI Forgets Your Input and How to Fix It
AI Engineer Programming 12 min read Artificial Intelligence
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21
Why HTML Beats Markdown for Claude AI: Insights from a 130K‑Star Microsoft Tool
AI Architecture Path 13 min read Artificial Intelligence
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Why Handwritten SKILL.md Fails: SkillOpt Trains Prompts and Wins All 52 Benchmarks
Code Mala Tang 8 min read Artificial Intelligence
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23
Deep Dive into Huawei Lingqu 2.0.1 Supernode Specification (Download Included)
Architects' Tech Alliance 8 min read Artificial Intelligence
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How NVIDIA’s Gamma‑World Turns Single‑Agent Models into Multiplayer Experiences
SuanNi 11 min read Artificial Intelligence
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MetaAgent-X Enables Self‑Evolving Agents for Native Collaboration
Machine Learning Algorithms & Natural Language Processing 13 min read Artificial Intelligence
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Scaling AI Agents with Claude Code’s Dynamic Workflows: From Subagents to 1,000 Agents
Old Zhang's AI Learning 13 min read Artificial Intelligence
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Why Automating Low‑Quality Workflows with Hermes Agent Can Backfire
Architect 21 min read Artificial Intelligence
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The 80k‑Star cc‑switch: One‑Click Management for Claude, Codex, Gemini and Other AI Coding Tools
Java Companion 9 min read Artificial Intelligence
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29
Reinforcement Learning Launches a New Paradigm for Spatial Omics Experiment Design
Data Party THU 7 min read Artificial Intelligence
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Microsoft’s SkillOpt Turns Agent Skill Docs into Trainable Parameters for Self‑Evolving AI
Machine Heart 12 min read Artificial Intelligence
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Sundar Pichai Says AGI Timeline Is Irrelevant—Prepare for the Coming AI Revolution
DataFunTalk 42 min read Artificial Intelligence
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vLLM 0.22 Release: Production-Ready DeepSeek V4 and Extreme KV Cache Compression
Old Zhang's AI Learning 13 min read Artificial Intelligence
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10 Hot Open‑Source AI Projects on GitHub This Week (Last One Praised by Jensen Huang)
Architect's Guide 22 min read Artificial Intelligence
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Codex vs Claude Code: Which AI Assistant Writes Code, Fixes Bugs, and Handles Projects Better?
Java Architect Essentials 6 min read Artificial Intelligence
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Why AI’s “I’ve Tested It” Isn’t Enough: Implementing a Verification Gate Workflow
ArcThink 16 min read Artificial Intelligence
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Can Four Sub‑Agents Ship a Feature Overnight? A Deep Dive into the 4‑Agent Pipeline vs Superpowers
Code Mala Tang 14 min read Artificial Intelligence
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Step 3.7 Flash: High‑Efficiency Pro‑Level Agent Model with 400 TPS and Low Cost
SuanNi 12 min read Artificial Intelligence
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38
Is RAG Dead? How Grep Is Making a Comeback in LLM‑Powered Code Search
ITPUB 36 min read Artificial Intelligence
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39
How Codex’s New Windows Support Lets AI See Screens and Control Apps
AI Insight Log 8 min read Artificial Intelligence
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40
How Abstract Symbols Cut AI Inference Cost by 11×
Machine Heart 11 min read Artificial Intelligence
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41
The Most Comprehensive Survey of Agent Harness Engineering Revealed
Data Party THU 13 min read Artificial Intelligence
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What the Agent Does While Idle: Asynchronous Background Review After a Conversation
James' Growth Diary 16 min read Artificial Intelligence
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43
Turning Technical Books into Claude Code Skills: Unlocking Internal Documentation as Reusable Skills
Old Zhang's AI Learning 12 min read Artificial Intelligence
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vLLM Semantic Router Deep Dive: Engineering Multimodal Routing and Bug Fixes
Old Zhang's AI Learning 13 min read Artificial Intelligence
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45
5 Proven GPT‑Image‑2 Prompt Templates for E‑Commerce Visuals
Design Hub 16 min read Artificial Intelligence
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Mastering Codex: Essential Practices from OpenAI
DataFunTalk 15 min read Artificial Intelligence
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47
Fei‑Fei Li’s Team Unveils GPIC: A 100‑Million‑Pair Image‑Text Corpus to Supersede ImageNet
Machine Heart 10 min read Artificial Intelligence
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48
Beyond Single-Agent: Survey of Collaboration, Attribution, and Self‑Evolution in LLM Multi‑Agents
Machine Heart 10 min read Artificial Intelligence
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49
Can MIT’s Attention Matching Cut LLM Memory 50× Without Accuracy Loss?
Machine Heart 13 min read Artificial Intelligence
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From Solo to Multiplayer: How Gamma-World Redefines Multi‑Agent World Modeling
Machine Heart 11 min read Artificial Intelligence
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