7 min read
Detecting LLM Text with Classical ML: TF-IDF Still Works
A developer built an 85% accurate LLM text detector using TF-IDF and linear SVM - no neural networks required. Here is how it works and what HN thinks about AI detection.
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MACHINE LEARNING
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Cloudflare Adaptive Intelligence: Bot Scores That Retrain Weekly Instead of Quarterly
Cloudflare's new bot detection engine drops the keep-everyone-out wall for a continuously retraining model, disposable rules, and a memory of past attacks. The first component ships today as a toggle in Bot Management, and the design is an inversion of how every bot product has worked until now.
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7 min read
Ilya Sutskever's 30 Papers: The Reading List That Covers 90% of What Matters
A CS student built 30papers.com to make Ilya's legendary ML reading list more accessible. HN has thoughts on the source, the format, and why compression equals intelligence.
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6 min read
LLM Architectures Got Complicated Fast
Modern LLMs now use MoE routing, mixed attention variants, and fused vision encoders. The simple transformer stack is gone - here's what replaced it and why it matters for developers.
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7 min read
Transformers.js: Run AI Models Directly in the Browser
Transformers.js lets you run machine learning models in the browser with zero backend. Here is how to use it for text generation, speech recognition, image classification, and semantic search.
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