200 Lines of Code, 28 Days, 32,000 Lines: An AI Self-Evolution Experiment
A developer named Yuanhao wrote 200 lines of Rust code. He gave it a single instruction: "Evolve into something that can compete with Claude Code." Then he most
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Can AI Do Research Independently? The AI Scientist-v2 Report Card
The headline grabbed everyone's attention: an AI system autonomously produced a research paper that passed peer review. No human intervention. Full pipeline — f
The Hidden Backdoor in Your AI Toolchain: A 2026 Supply Chain Attack Chronicle
Three hours. That's all the window a threat actor needed.On March 24, 2026, a group called TeamPCP uploaded two tampered versions of litellm — a widely used Pyt
The AI Agent Self-Healing Playbook: How Sentinel Mechanisms Stop Silent Failures
There's an old saying in software engineering: the hardest bug to fix isn't the one that crashes the system — it's the one that lets the system look like it's
Memory Isn't a Plugin — It's the Harness: Why Your AI Agent Keeps Forgetting
The model needs the body. A brain without a harness is just floating.Imagine a superintelligent brain floating in a nutrient tank. It can reason, write poetry
Taste in the Age of AI: When Everything Can Be Generated, How Do You Know What's Worth Generating?
Half a century ago, a philosopher riding a motorcycle across America asked a question that nobody could fully answer: What is quality? In 2026, as AI writes r