Your AI's Knowledge is Ancient History (Here's the Fix)
Claude's training data stops in early 2025. When you're debugging Next.js 16 issues in November, that's a problem. Here's how real-time search models change everything.
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Recent Writing
Two Ways to Make AIs Work Together
Karpathy built a system where AIs rank each other. I built one where they challenge each other. Here's what I learned from both.
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How Sequential Thinking Changes Everything
The technical architecture behind AI that can actually think step-by-step, revise its mistakes, and call for backup when stuck.
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Why Your AI Keeps Getting Stuck in Loops
That moment when Claude confidently rewrites the same broken code for the fifth time. Here's why it happens—and what we're doing about it.
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