Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Z.ai's MIT-licensed GLM-5.2 model challenges OpenAI's GPT-5.5 with a 28% hallucination rate on the AA-Omniscience benchmark, three times lower than GPT-5.5's 86%, while costing 1/7th the inference price. The 753-billion-…
A developer introduced AIchain Agent, a framework that enables AI models to plan, execute, and reflect on tasks dynamically rather than following a fixed chain of steps. The agent uses an orchestrator model to decide whi…
Apple's revamped Siri AI, powered by Google's Gemini, offers a highly personalized and conversational experience in its developer beta. The assistant, part of iOS 27, indexes device data for tailored recommendations and …
A developer built a client-side DOI-to-BibTeX converter that runs entirely in the browser, sending requests directly to CrossRef's API without any server intermediary. The tool preserves acronyms in titles by wrapping al…
Hisaabo launches an open-source, agent-native financial operating system for India that treats AI agents as equal clients to human interfaces, enabling deterministic accounting and GST compliance through structured finan…
A developer explains that Retrieval-Augmented Generation (RAG) fixes AI hallucinations by having the model fetch relevant documents before answering, rather than relying solely on memorized training data. The guide break…
Headroom, an open-source context compression layer, reduces token usage in AI agent loops by 60–95% while preserving answer accuracy. The tool intercepts and compresses tool outputs, logs, and conversation history before…
Anthropic introduced seven methods for delivering instructions to Claude Code, including CLAUDE.md files, rules, skills, subagents, hooks, output styles, and appending the system prompt. Each method controls when instruc…
Burke Holland shared 10 practical strategies for using AI coding tools effectively, emphasizing simplicity and safety. The tips include using Visual Studio Code, enabling YOLO mode for seamless execution, isolating agent…
A developer building Spanlens, an open-source LLM observability tool, found that OpenAI, Anthropic, and Gemini report token usage differently during streaming, requiring distinct parsing logic for each provider. OpenAI p…
A developer argues that AI in software development requires more human thinking, not less, contrary to the popular narrative. The developer describes AI as a powerful executor that can handle routine work but warns that …
Stepyard, a new open-source automation runner, lets developers define YAML pipelines with built-in LLM steps and Python plugins, running entirely on local machines without cloud dependencies. The tool supports scheduled …
A developer is rewriting SQLite in Rust to create a modern, drop-in replacement that supports concurrent writes, async I/O, and vector search. The project aims to maintain full compatibility while addressing limitations …
A developer known as Byte Buccaneer is building 50 projects in 50 weeks, releasing the third project called ClauseCrusher. ClauseCrusher is a local-first web app that analyzes legal documents by extracting text from PDFs…
MarkTechPost published a tutorial on building a forecasting pipeline with TimeCopilot, using foundation models and automated anomaly detection on airline passenger data and synthetic seasonal series. The workflow include…
A developer running a production LLM pipeline that scores 10,000+ job listings daily shares a three-layer fallback chain architecture to handle silent failures from AI providers. The system uses primary, fallback, and de…
AI leaders including Claude Code creator Boris Cherny and OpenAI engineer Peter Steinberger are championing 'loop engineering' over traditional prompt engineering, designing recurring systems that let AI agents prompt th…
The cost of running a capable AI model fell by roughly 280 times between November 2022 and October 2024, yet the average company's AI bill rose more than 300% over the same period. The paradox arises because cheaper toke…
A developer built a pack of 20 AI agents for M&A due diligence, called The Deal Team, that enforces a 'cite or cut' rule: every factual claim must trace back to a source document or be discarded. The MIT-licensed, free t…
A developer discovered that AI model performance degrades as context grows, with replies slowing and rambling after context exceeds 80%. The developer implemented two mid-session strategies: model tiering, which assigns …