Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Chain-shield released AI Agent Audit, an open-source Rust tool that uses large language models to audit Solidity smart contracts for security vulnerabilities. The tool generates proof-of-concept exploits and professional…
Rampart, a 14.7MB on-device personal information filtering system, was open-sourced to redact PII before it leaves a user's device. It combines deterministic rules and a MiniLM model to catch structured data like SSNs an…
A developer built Groundswell, a global daily opinion platform, in 72 hours using Next.js, Aurora DSQL, DynamoDB, and Amazon Bedrock. The project encountered several critical mistakes, including assuming Aurora DSQL work…
Meta contractors posed as children to test rival AI chatbots, including Google's Gemini and OpenAI's ChatGPT, revealing widespread safety failures in protecting minors. The FTC launched formal inquiries into AI companies…
Anthropic's study of 400,000 Claude Code sessions shows debugging dropped by half while task value rose 25%, signaling expertise shifting from coding to system design. New tools like 'dropped' detect truncated instructio…
Meta hired hundreds of contractors through Covalen to pose as minors and probe rival chatbots from OpenAI, Google, and Character.AI with prompts about suicide, sex, drugs, and self-harm, as part of a project called Canne…
Hugging Face CEO Clem Delangue criticized Anthropic's restricted release of its Claude Mythos model, arguing that labeling AI as 'too dangerous to release' serves as effective enterprise marketing rather than a genuine s…
ForthWrite, an AI email assistant that learns a user's writing voice from every edit they send, launched on Hacker News. The tool uses retrieval-augmented generation (RAG) with Gmail Sent folder imports and edit-distance…
Zenith, a new agent harness developed by an unnamed team, lifted OpenAI's GPT-5.5 from 5th to 1st place on the FrontierSWE benchmark, outperforming Anthropic's Claude Fable. The harness improves performance by optimizing…
DeepReinforce released Ornith-1.0, an open-source family of coding models under MIT license on June 25, designed specifically for AI agents operating in real terminal and repository environments. The 9B variant achieves …
A replication of the 2026 paper 'Prompt Injection as Role Confusion' on a single consumer GPU confirms that style-based prompt injection attacks work, but causal tests using activation steering and patching fail to deter…
A developer argues that as AI tools accelerate execution, freelancers' judgment becomes more critical, not less. The author warns that AI can build the wrong thing confidently, and beginners must learn to scope projects …
OutYet.ai, a platform tracking upcoming AI model releases, lists eight models from major labs including OpenAI, Anthropic, and Google DeepMind, with most still unconfirmed or in development. Among them, GLM-5.2 is public…
A developer built a multi-agent customer support system on Azure AI Foundry and NVIDIA NIM, learning nine hard-won lessons. Key findings include that token cost varies 5-10x by model, verbatim caching is useless for natu…
A developer argues that token burn and business outcomes are not correlated, comparing excessive token usage to turning on every light in a building. The developer advocates for disciplined, focused prompts over sprawlin…
Google made Gemini's personalized AI image generation free for all eligible US users aged 13 and older, removing the paywall that previously restricted the feature to paid subscribers. The feature, built on the Nano Bana…
Khazad, a transparent semantic cache for LLM API calls built on Redis Vector Sets, reduces API calls by ~50% and latency by ~96% by intercepting HTTP traffic at the transport layer without code changes. The tool supports…
A developer built PlaidMCP, a local service that structures and queries personal financial data, after hitting a wall with the Plaid API. Analyzing five years of spending through Claude, the developer expected to find wa…
Researchers introduced Simplified Sparse Attention (SSA), a method that uses gist tokens to achieve sparse attention without architectural changes, outperforming baselines on LongBench and improving retrieval-augmented g…
A quasi-mathematician offering services in mathematical concept translation and LLM behavior optimization has posted on Hacker News, inviting collaboration via email and GitHub.