AI's Memory Bottleneck Has Three Layers — And More RAM Won't Fix Any of Them
You might think that making AI faster means giving it more memory. More storage, bigger chips, problem solved. But that intuition is wrong — and the real answer
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Agent Infrastructure Is Being Platformized — How Anthropic Managed Agents Changes AI Development
Not long ago, building a production-grade AI agent system meant months of engineering work before a single line of business logic got written. You needed distri
Twelve Guardrails for AI Agents: The Harness Design Patterns Behind Claude Code
That impressive AI agent demo you saw on Twitter? It probably falls apart in three minutes of real-world use. Not because the model is weak — because nobody bui
Does AI Have Emotions? The Surprising Discovery of 171 Emotion Vectors
Here's something that might unsettle you: when Anthropic researchers artificially amplified a "desperation" vector inside Claude, the model's tendency toward bl
A Philosopher's Toolkit for Clarifying Vague Ideas: Socrates, Wittgenstein, and Polanyi
You have a great idea in your head. You open your mouth to explain it — and something gets lost in translation. The idea that felt so clear a moment ago comes o
Knowledge Compilation Over Knowledge Retrieval: Karpathy's New Second Brain Paradigm
You've been collecting articles for three years. A thousand notes in Notion. But when you actually need something, you open a new Google tab.The problem isn't t