Grimoire

Your AI Has Access to Everything — and Understands Nothing

Your AI Model Crashed Mid-Training? It Might Be Manifold Tearing

MoE models frequently crash mid-training without warning. DeepSeek V4 identified the cause from a differential geometry perspective: manifold tearing. Three stabilization techniques make training predictable.

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

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