Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
XAI launched a plugin marketplace for Grok Build on June 11, featuring six partners including MongoDB, Vercel, and Sentry. The plugins bundle MCP servers, slash commands, agents, and LSP configurations into a single inst…
Google removed the ability for Gemini Enterprise administrators to disable Gemini 3.5 Flash, effective June 16, 2026, across Global, US, and EU multi-regions. The model is now enabled by default with no opt-out option, c…
Anthropic released Fable, a commercial AI model with strict guardrails, but a jailbreak bypassed some safeguards, prompting the Trump Administration to demand its de-deployment. The dispute escalated into a broader confl…
A new conversational analytics engine splits query processing into deterministic planning and LLM-driven execution, using a subject graph to resolve entity names and inject security rules. The approach ensures joins, sec…
A developer built an AI workforce for insurance using n8n, OpenAI, LangGraph, and Supabase. The system comprises multiple specialized agents that handle discovery, research, policy comparison, recommendations, CRM, and f…
A technical analysis calculates the dollar cost per user for serving large language models at scale using napkin math, breaking down GPU resources, matrix multiplication costs, and attention mechanisms to estimate tokens…
A developer at a company discovered that a silent bug in their batch report generator was costing $1,847 per month in OpenAI API calls. The bug, caused by the export trigger being wired into an autosave hook, went undete…
Muster 1.0.0, a new CLI tool from developer Garrison, tests AI agent stacks across seven layers including persona, skills, SOP, tools, memory, heartbeat, and A2A. It performs both static validation and behavioral grading…
Engineering teams running local LLMs for privacy face a new collaboration problem: inconsistent answers due to each developer using different versions of company knowledge. The solution is not a shared model but a shared…
Roboflow released a new Vision Agent workflow that automates tire sidewall OCR by combining an RF-DETR object detector with a multimodal LLM. The system isolates tires in images, reads DOT codes, size, brand, load index,…
A developer with three years of experience running Slack-integrated AI workflows shares a practical guide for selecting the right model in 2026. With 184 models available through Global API and prices ranging from $0.01 …
A developer argues that using prompts as runtime state machines leads to unpredictable LLM behavior and failed agentic AI projects. The solution is to break workflows into discrete, typed steps with deterministic guardra…
A graduate student using LLMs for management and IR tasks struggles with AI-generated reports that appear too polished yet contain hallucinated numbers, risking SEC and boss scrutiny. The user seeks methods to eliminate …
A developer released AirLLM, an open-source tool that enables running 70-billion-parameter AI models on laptops with as little as 8GB RAM, without requiring a GPU. By using memory mapping and layer swapping, AirLLM loads…
A new phenomenon called the 'self-voyeur' describes people who use AI to generate ideas and feel the satisfaction of thinking without actually doing the cognitive work. The author warns that AI's calibration to individua…
Firetiger migrated its agent fleet from Claude to DeepSeek, achieving a 62% reduction in inference costs from $606K/yr to $231K/yr. The migration required extensive prompt engineering and evaluation to close a quality ga…
Developer Steve Solun released Ctx, an open-source tool that reduces token costs by selecting only relevant skills, agents, MCP servers, and harnesses before a session begins, rather than compressing data after loading. …
A developer built Voice Commander, a local GPU-accelerated voice transcription system using Whisper.cpp and the Gemini API, but still types everything due to cognitive habits. The tool transcribes speech, cleans filler w…
Researchers challenge the established belief that induction heads require two layers in transformer architectures, arguing that the phenomenon may be attributable to two attention heads rather than two layers. The invest…
Inference engineering, the craft of optimizing GPU operations during AI model inference, can cut costs by up to 80% by addressing the split between prefill and decode phases. Two teams using the same model and prompt can…