20,500 Stars! This GitHub Project Says You Should Only Spend 20% of Your Time Writing Code

Detailed explanation of the Compound Engineering workflow plugin – 80/20 time allocation, installation guide, core cycle, knowledge compounding mechanism, 37 skills + 51 agents

Attention Mechanism After 7 Years: Someone Finally Changed Its Underlying Logic

Baidu's Unlimited OCR proposes R-SWA, changing KV cache from linear growth to fixed-capacity queue, achieving world first with 500M parameters.

Price of a Milk Tea, Buy a Monthly Subscription for the Top Four Domestic Flagship Models

National Supercomputing Internet Token Plan monthly subscription at 9.9 yuan, 80 million tokens, GLM-5.2, DeepSeek V4, MiniMax M3, Kimi K2.6 freely switchable, dual protocol compatible.

You Subscribed to 5 AI Coding Assistants, But Only Used 1's Worth of Efficiency — The Problem Is Not the Model

CodeWhale 39k Star behind the terminal routing philosophy: why more models lead to lower efficiency, and how a Rust project tries to fix this paradox

Running the Same Weights 64 Times Outperforms Models with Double the Parameters — Recurrent Transformer is Revolutionizing AI Reasoning

770M parameters outperform 1.3B models — not through distillation or pruning, but by running the same weights in a loop 16 times. OpenMythos reconstructs the Claude Mythos architecture using Recurrent-Depth Transformer theory, open-sourced under MIT license.

AI Memory System by Resident Evil Actress: 56k Stars Behind a Route Debate

Two routes: MemPalace vs Mem0 — should memory store original text or extracted experience?

ByteDance's 74K-Star AI Agent: Runs 3 Hours Without Crashing, Forgetting, or Getting Confused — I Used It for a Full Day of Work

If your AI Agent only lives for 5 minutes, it's not an assistant — it's a pop-up. You ask it to "research competitors, write an analysis report..."

The Competitive Dimension of AI Models Has Shifted: Some Compete on Parameters, Others Compress Parameters to 1 and -1

A 7.75GB image generation model is compressed to 0.93GB. Not distillation, not pruning—it directly cuts weights to {-1, +1}...

Meituan CatPaw + GLM-5.2: The Right Way to Freeload Top-Tier Programming Models

500 conversations, one-click reset when exhausted, continue freeloading. This is not some gray-area operation; it's a standard process written in Meituan's FAQ...

The Competition Dimensions of Video Production Have Changed: Some Compete on Generation Duration, Others Are Letting AI Form a Film Crew

Have you ever wondered: why after all this development of AI video tools, most people still edit with Premiere...