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Simon Wilison built an LLM cliché highlighter that flags AI-typical patterns in pasted text or URLs. A 2025 study found humans distinguish LLM text from human no better than random chance. NVIDIA's AVO harness with Claude Opus 5 ran a seven-day GPU kernel optimization task.
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