An engineer found that their local RAG app was slow because it re-read every retrieved document from token zero on every question, with prefill dominating generation by roughly five to one. The fix involved deduplicating…
OpenAI announced its first in-house AI accelerator, codenamed Jalapeño, claiming it outperforms Nvidia's Blackwell-generation systems on inference, delivering 1.5x to 1.9x more AI work at peak throughput and 2.1x to 4.1x…
The model assistant, a new feature from an unspecified developer, lets users describe model changes in plain language and generates a proposal of nodes, states, relationships, and equations for review before applying. Th…
Perplexity released Portable Computer on August 25, a local version of its Computer agent platform that runs AI agents on users' own Nvidia hardware, starting with the DGX Spark and RTX GPU PCs, to reduce cloud costs and…
MiniMax Group, the Shanghai-based multimodal AI company, reported revenue of $116.6 million for the first half of 2026, a 283.1% increase from $30.4 million in the same period last year, driven by a 703.1% surge in its O…
Developer Shiki Yusuke built release-evidence, a tool that records source and build provenance, seals artifact digests, and appends deployment events to connect CI builds to production deployments. A real deployment to G…
Khwan, an AI memory tool that lets agents recall distilled facts across sessions, released version 0.3.10 to the official MCP registry on 2026-08-26, distributed as khwan-mcp on PyPI and as a hosted remote over streamabl…
Anthropic is expected to publicly file its S-1 prospectus with the SEC this week, placing an October Nasdaq debut on track to become the largest IPO in history, with $65 billion in annualized revenue, 800% year-over-year…
Io.github.winter0x/lighter-mcp v0.1.1, an MCP server for reading Lighter perpetual markets and placing guarded orders including the H100 compute-price market, was published to the official MCP registry on 2026-08-26. The…
Aikido Security has achieved ISO 42001:2023 certification, the international standard for AI management systems, covering its entire suite of AI-enabled features including AI pentesting, Code Security Audit, and AutoFix.…
Io.github.Sofiia7/actually, an MCP server that matches news to Polymarket markets and returns probabilities, released version 0.1.7 to the official MCP registry on 2026-08-26. The server, distributed as actually-mcp-serv…
A study of 10,211 real scam and spam calls collected over 54 days by an AI voice-agent honeypot found that scammers spend about 15% more conversational turns per decade of a target's apparent age (rate ratio 1.15, 95% CI…
A software engineer argues that the real risk of AI-assisted programming is not that machines write code, but that developers outsource understanding and debugging, creating an illusion of competence. The author contends…
Google renamed NotebookLM to Gemini Notebook in Summer 2026, and the tool now offers features like quizzes, infographics, and flashcards to enhance learning. The author, a Master's student in Computer Science, describes …
A developer's content pipeline, where AI writes every article, runs more than ninety separate verifications before any piece is published. The system combines deterministic checks with LLM-based claim verification, follo…
At least 40 lawsuits have been filed against AI chatbot developers including OpenAI, Character Technologies, and Google, alleging chatbot interactions contributed to approximately 20 deaths, many of them minors. Florida …
An engineer detailed practical sandboxing techniques for securing LLM tool calls in production agentic systems, emphasizing strict tool allowlists, JSON Schema validation, and resource-limited subprocess execution to mit…
Anthropic, a leading U.S. frontier AI lab, reported Q2 2026 revenue of approximately $11.5–$11.6 billion and turned profitable for the first time, while OpenAI reported Q2 revenue of $6.7 billion but faced a widening ope…
An IT professional with 30 years of experience, who administers his own Ubuntu server, describes a ten-month experiment using AI, primarily ChatGPT, to assist with Linux administration. Initially using conventional copy-…
Anthropic, the AI company planning an IPO, will tell investors it sees a total addressable market of more than $30 trillion, according to the Wall Street Journal. The figure exceeds SpaceX's claimed $28.5 trillion TAM an…