General
A detailed exploration of document poisoning in retrieval-augmented generation (RAG) systems. Amine Raji demonstrates how three crafted documents can mislead an LLM about a company's finances, outlines the PoisonedRAG theory, the practical lab setup, and compares defense layers, highlighting ingestion-time embedding anomaly detection as the most effective defense.
The article outlines Mercury Engineering's two-week LHbE program, an exercise-first, feedback-rich approach to teaching Haskell to new hires. It covers program structure, topics, p…
This post analyzes how a ~100-person, fully remote team (PostHog) runs CI at scale, including massive job counts, log throughput, and test volume. It introduces Mendral, an AI GitH…
KrebsOnSecurity reports that Iran-backed Handala claims a mass data-wiping attack on Stryker, affecting offices in 79 countries and potentially over 200,000 devices. The attackers …
DuckDB researchers benchmark the entry-level MacBook Neo for analytics workloads, using ClickBench and TPC-DS to compare against cloud instances. The results show that the MacBook …