Google’s AI Overviews Cut Publisher Traffic Without Making Search Better, Study Finds
A preregistered experiment with 1,100 Google Search users found AI Overviews and AI Mode reduce clicks to publishers — without improving user experience.
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The ‘Threat-Model Coverage Gap’: Why Automated Red-Teaming Isn’t Enough
A new paper argues automated red-teaming beating humans on cost and count doesn’t retire humans — benchmarks measure search thoroughness, not harm coverage.
Build a RAG Pipeline with Open-Source Tools: Embeddings, Qdrant and a Local LLM
Build a complete RAG pipeline from open-source parts: chunk documents, embed them, store vectors in Qdrant, and answer with a local LLM.