Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
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…
A research group led by Huawei completed full-parameter post-training of DeepSeek's V4-Pro, a 1.6-trillion-parameter model, using a cluster of at least 1,000 Huawei Ascend 910C chips. The effort, which involved the Shenz…
Anthropic raised $65 billion in Series H funding at a $965 billion valuation and filed for a US initial public offering, according to multiple outlets. The AI startup reported a $47 billion annualized revenue run rate wi…
More than 100 engineers cloned a free open-source handbook on large language model inference within its first week of release. The guide consolidates years of production experience and research to address the unique chal…
A developer built Claude with LeetCode, a DSA learning system that automates daily algorithm education using Claude code inside a GitHub repository. When a user submits an accepted LeetCode solution, a GitHub workflow fe…
A new research paper argues that if large language models are considered to possess human-like attributes, then the same logic must apply to the video game Age of Empires II. The study, authored by Adrian de Wynter and p…
Greg, a developer working with VoIP phone systems, discovered that using AI chatbots like ChatGPT and Claude for analyzing Wireshark packet captures dramatically sped up troubleshooting. This led him to experiment with A…
OpenCV 5.0 was released today as a major update to the open-source computer vision library, featuring a rewritten deep neural network engine and built-in support for large language and vision language models. The new ver…
A Hacker News user asked the community for recommendations on the best library or platform for browsing AI agents tailored to specific needs, rather than relying on what is available within a given large language model. …