A developer's experiment shows that large language models can map the interconnectedness of an IIT engineering syllabus, flagging hidden difficulty spikes and producing a directed acyclic graph of con…
Simon Willison released llm-anthropic 0.27, an Anthropic plugin for LLM, to ensure compatibility with the anthropic v1.0.0 Python library, which switched from httpx to httpx2. The update was prompted …
A new architectural analysis warns that LLM-driven autonomous agents writing directly to Electronic Health Record (EHR) systems via HL7 FHIR APIs risk silent data corruption, citing a case where a pat…
PDF file sizes are ballooning due to embedded metadata, complex vector math, embedded fonts, and interactive layers, according to a report on the shift from static text to rich media. This bloat creat…
A technical guide on building retrieval-augmented generation (RAG) pipelines for current events compares major news APIs, noting that NewsAPI lacks deep semantic understanding, while Bing News Search …
A developer's guide details nine techniques to improve retrieval quality in Retrieval-Augmented Generation (RAG) systems, including reranking, hybrid search, and context compression. The techniques ad…
Simon Willison released LLM 0.32.1 on Aug. 21, pinning the OpenAI Python dependency below version 3.0.0 to ensure fresh installations work without a separate httpx install. The maintenance update addr…
Simon Willison released llm-openrouter 0.7 on Aug. 21, updating the plugin for compatibility with LLM 0.32 and switching to OpenRouter's implementation of the Responses API. The release adds Shell, We…
LLM 0.32.1, a dot-release of the command-line tool for running AI models, fixes broken fresh installs caused by the OpenAI Python library dropping its usage of httpx, which LLM depended on transitivel…
Llm-openrouter 0.7, a plugin for LLM 0.32, now supports reasoning models via OpenRouter's Responses API and adds three server-side tools: Shell, WebFetch, and WebSearch, which can be enabled with opti…
A hacker known as vimpo has successfully run a Minecraft server on a Samsung C410W printer by exploiting a UDP overflow vulnerability in firmware V3.00.02.20, DEC-15-2015. The hack required physical a…
Researchers propose Gradient Mirage, a defense against gradient matching attacks (GMAs) in large language model (LLM) split learning, which breaks the gradient-objective consistency that attackers exp…
A new logit-based energy scoring method outperforms prompted LLM-as-judge for ranking scientific hypotheses, achieving 33.0% Hit@1 pooled across two scorers versus 16.6% for prompted listwise ranking,…
A developer's guide highlights the overlooked security risk of unsanitized LLM outputs, proposing a Zero Trust egress filter between models and downstream systems. The article details four attack patt…
Assigning a hyper-specific persona to a large language model (LLM) is the fastest way to improve output quality, according to a guide on prompt engineering. The article introduces the Role-Context-Tas…
A 500-page M&A purchase agreement parsed by an autonomous document review agent in 94 seconds flagged zero high-risk anomalies, yet outside counsel later discovered an unhedged $14 million environment…
A former head of data and machine learning engineering argues that not every problem needs an AI agent, citing a case where replacing ML models with AI agents at a former company led to unreliable res…
A new agentic framework combining rule-based parsers and large language models (LLMs) extracted 55,737 botanical trait annotations across 4,961 species from three regional datasets, averaging 9.1 trai…
A developer built a desktop app using Flutter and Node.js with Playwright to automate AI workflows, reducing daily busywork by about 60%. The system splits the LLM into Planner and Actuator roles, whe…
A developer detailed a tutorial on building a voice-controlled robot using Kotlin and large language models. The design captures speech on Android, parses it with an LLM into structured commands, and …