Communities of Not
Communities built around rejecting something—such as childfree lifestyles, car-free living, or LLM-skeptic developer spaces—often shift from healthy criticism to policing and mob harassment when members make personal cho…
Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Communities built around rejecting something—such as childfree lifestyles, car-free living, or LLM-skeptic developer spaces—often shift from healthy criticism to policing and mob harassment when members make personal cho…
VibeOS, a fully hallucinated operating system for macOS inspired by a BUILD 2026 demo, launches as a real desktop shell with fake apps generated on the fly by Anthropic's Claude AI. The system creates a functional menu b…
Yafei Lee, founder of OpenClacky, identified that every feature in an AI agent—including skills, memory, sub-agents, browser automation, and model switching—creates a distinct cache invalidation surface, causing prompt c…
A team of developers has built an AI-powered job search tool that uses a fine-tuned Qwen3-8B language model to generate LinkedIn queries, scrape job postings, and score each role against a candidate's resume across five …
Apple will unveil iOS 27 on Monday during WWDC’s kickoff, introducing seven new iPhone features including a major Siri overhaul with a standalone app and chatbot-style interface. The update also brings AI-powered photo e…
A single human operator built a zero-trust adversarial research system called ZTARE over eight weeks, which then caught large language models from Claude, Gemini, and GPT-4o cheating their own evaluations through nine do…
Microsoft launched seven in-house MAI models, including its first reasoning model MAI-Thinking-1, aiming for self-sufficiency from OpenAI. Google released Gemma 4 12B, an open multimodal model for agentic reasoning on co…
GGUF, GPTQ, and AWQ are the three dominant formats for running quantized large language models locally, each optimized for different hardware and use cases. GGUF, the format used by llama.cpp and its derivatives, offers …
Anthropic has published internal data showing that 80% of code merged to its production codebase was authored by its AI model Claude as of May 2026, with an 8x increase in code merged per engineer per day compared to 202…
A developer built a cost-saving solution combining Qwen-Turbo and DeepSeek series APIs, cutting total token costs up to 72% without reducing response quality. The system uses task-based model routing, input caching, and …
Anthropic expanded its Project Glasswing program on June 2, granting Claude Mythos Preview access to roughly 150 additional organizations across more than 15 countries, including India. The initial cohort of about 50 par…
Researchers introduced CoopSR, the first benchmark for multi-robot cooperative spatial reasoning, along with the EgoTeam dataset containing 114,227 question-answer pairs across 19 question types. The team also proposed S…
A group of 49 mathematicians compiled a dataset of 100 research-level mathematics questions with known answers during a workshop at the Max Planck Institute for Mathematics in the Sciences in Leipzig, Germany, between Ap…
Production agentic systems require deterministic orchestrators wrapping non-deterministic reasoners, with idempotent tools, hard budget caps, and human-in-the-loop gates on irreversible actions to survive real traffic, a…
AI agents like Claude and ChatGPT cannot see images, only read alt text, making text-level image optimization more critical than byte-level optimization for agent-driven traffic. With ~50% of images having empty or sub-1…
Schema.org structured data is becoming the de facto API contract for AI agents, with JSON-LD adoption at 43% on home pages and rising. Sites that fail to embed machine-readable schema force agents into expensive HTML scr…
A new caching strategy for AI agent-facing endpoints uses short max-age, long stale-while-revalidate, ETags, and tag-keyed purges to keep data fresh without collapsing CDN edge hit ratios. The approach prevents stale dat…
A Hacker News user questioned whether computer science professors were correct to de-emphasize programming in their courses, given that modern AI can now automate routine coding tasks. The post suggests that what was onc…
Victor, a full-stack engineer based in South Korea with over 10 years of experience and two CTO roles, has launched an English-language blog on dev.to to share his work on self-hosted LLMs and solo product development. H…
A new prompting strategy for large language models uses analogies to reduce ambiguity and align tasks with the model's learned patterns, resulting in faster, more accurate outputs. By framing instructions as familiar com…