MACHINE LEARNING

Cloudflare's client-side security ML surfaced four malicious JavaScript operations across online stores: affiliate hijacking, clickless commission theft, a repurposed search-hijacker turned storefront backdoor, and a paid-mobile cloaker. None of them had a signature, and most were invisible to VirusTotal and URLScan.

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.

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.

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.

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.

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.