{ "AI & Machine Learning": [ { "title": "Microsoft AI opens review on Humanist AI Code of Conduct", "link": "https://www.artificialintelligence-news.com/news/microsoft-ai-opens-review-humanist-ai-code-of-conduct/", "summary": "Microsoft AI has published a draft Humanist AI Code of Conduct, opening a six-week public consultation on operational constraints for model training and deployment. The draft serves as a technical manual defining system behaviour, operational boundaries, and oversight protocols across MAI frontier models. It builds on the division\u2019s humanist superintelligence framework announced last November, establishing [\u2026] The post Microsoft AI opens review on Humanist AI Code of Conduct appeared first on AI...", "published": "2026-09-14 15:30", "source": "AI News" }, { "title": "Why Most Enterprise Agent Pilots Never Reach Deployment", "link": "https://www.artificialintelligence-news.com/news/why-most-enterprise-agent-pilots-never-reach-deployment/", "summary": "Deloitte\u2019s 2026 technology trends research puts the pilot-to-production failure rate for AI agents at 89%. A Teradata survey adds the shape of that gap: 78% of enterprises have at least one agent pilot running, but only 14% have scaled one to organisation-wide use. Adoption is nearly universal; deployment is rare. The difference is not model [\u2026] The post Why Most Enterprise Agent Pilots Never Reach Deployment appeared first on AI News.", "published": "2026-09-14 08:04", "source": "AI News" }, { "title": "From Video to Data: How AI Is Transforming Multimedia Content Processing", "link": "https://www.artificialintelligence-news.com/news/from-video-to-data-how-ai-is-transforming-multimedia-content-processing/", "summary": "A video looks simple when you press play. There is a picture, some dialogue, perhaps music in the background, and a few minutes later it is over. However, with the right use of AI, things can become a lot more interesting. To an artificial intelligence system, that same video can become speech to transcribe, faces [\u2026] The post From Video to Data: How AI Is Transforming Multimedia Content Processing appeared first on AI News.", "published": "2026-09-14 07:56", "source": "AI News" }, { "title": "How Vox Group\u2019s AI-Powered Technology Is Solving Real-Time Translation for Group Travel", "link": "https://www.artificialintelligence-news.com/news/how-vox-groups-ai-powered-technology-is-solving-real-time-translation-for-group-travel/", "summary": "Live translation has long been one of travel\u2019s hardest unsolved problems: a single guide speaking to a mixed-language group, with no way to be understood by everyone at once. Vox Group, a 25-year-old guiding technology company operating in over 150 countries, has spent the past year rebuilding its AI-powered technology, Aura, to close that gap, [\u2026] The post How Vox Group\u2019s AI-Powered Technology Is Solving Real-Time Translation for Group Travel appeared first on AI News.", "published": "2026-09-14 07:39", "source": "AI News" }, { "title": "A Gentle Introduction to Model Distillation", "link": "https://machinelearningmastery.com/a-gentle-introduction-to-model-distillation/", "summary": "In this article, you will learn what model distillation is, how it has evolved for large language models, and why it has become one of...", "published": "2026-09-14 12:42", "source": "MachineLearningMastery.com" }, { "title": "How Fyxer built an AI executive assistant people trust", "link": "https://openai.com/index/fyxer", "summary": "Fyxer uses OpenAI models, fine-tuning, memory, and real user feedback to organize inboxes and draft emails in each user\u2019s voice.", "published": "2026-09-14 12:00", "source": "OpenAI News" }, { "title": "Perplexity trusts GPT-6 Astra with end-to-end systems", "link": "https://openai.com/index/perplexity-improving-accuracy-with-astra", "summary": "Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.", "published": "2026-09-14 00:00", "source": "OpenAI News" } ], "Software Development": [ { "title": "Perplexity\u2019s new agent runs entirely on your GPU \u2014 with one expensive catch", "link": "https://thenewstack.io/perplexity-portable-computer-windows/", "summary": "Running an LLM on your PC is easy enough, but putting an agent to work there is a different story. The post Perplexity\u2019s new agent runs entirely on your GPU \u2014 with one expensive catch appeared first on The New Stack.", "published": "2026-09-14 18:21", "source": "The New Stack" }, { "title": "AI keeps finding security flaws \u2014 here\u2019s what to fix first", "link": "https://thenewstack.io/vulnerability-prioritization-business-context/", "summary": "A security researcher testing a 300-person B2B company with a global footprint discovered an internet-exposed database with weak authentication during The post AI keeps finding security flaws \u2014 here\u2019s what to fix first appeared first on The New Stack.", "published": "2026-09-14 15:20", "source": "The New Stack" }, { "title": "Your AI coding spend bought 25% more output. Duplication rose 81%.", "link": "https://thenewstack.io/ai-coding-duplication-rose/", "summary": "Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools, The post Your AI coding spend bought 25% more output. Duplication rose 81%. appeared first on The New Stack.", "published": "2026-09-14 14:39", "source": "The New Stack" }, { "title": "Chinese AI models dominate OpenRouter\u2019s US token consumption. It can now guarantee that traffic stays entirely in the US.", "link": "https://thenewstack.io/openrouter-us-region-routing/", "summary": "Everyone knows the open-weight model pitch by now: companies can download the weights, customize them, run them on infrastructure of The post Chinese AI models dominate OpenRouter\u2019s US token consumption. It can now guarantee that traffic stays entirely in the US. appeared first on The New Stack.", "published": "2026-09-14 13:59", "source": "The New Stack" }, { "title": "Why an old caching trick is your secret to lower LLM costs", "link": "https://thenewstack.io/llm-response-caching-costs/", "summary": "An LLM can answer the same question a thousand times and charge you each time. Before paying for another answer, The post Why an old caching trick is your secret to lower LLM costs appeared first on The New Stack.", "published": "2026-09-14 11:00", "source": "The New Stack" }, { "title": "Chip Huyen explains how to cut inference costs without new hardware", "link": "https://thenewstack.io/pg-99-conf-2026-inference-costs/", "summary": "Last October, the P99 conference \u2014 the online gathering for developers focused on high-performance, low-latency applications \u2014 featured a cracking The post Chip Huyen explains how to cut inference costs without new hardware appeared first on The New Stack.", "published": "2026-09-13 15:00", "source": "The New Stack" }, { "title": "\u201cMachine translation is still broken for most of the world\u2019s languages\u201d: Cohere builds non-reasoning for a reason", "link": "https://thenewstack.io/cohere-north-translate-sovereignty/", "summary": "Enterprise AI company Cohere announced North Small Translate last week, a mixture-of-experts (MOE) open-weight machine translation model that works across The post \u201cMachine translation is still broken for most of the world\u2019s languages\u201d: Cohere builds non-reasoning for a reason appeared first on The New Stack.", "published": "2026-09-13 14:21", "source": "The New Stack" }, { "title": "It passed CI. It passed your evals. The customer still got the wrong answer.", "link": "https://thenewstack.io/ai-agent-trace-debugging/", "summary": "A diff is not evidence. It\u2019s a statement of intent. The tests passed. The review\u2019s done. The change is live. The post It passed CI. It passed your evals. The customer still got the wrong answer. appeared first on The New Stack.", "published": "2026-09-13 14:00", "source": "The New Stack" }, { "title": "Why MCP security is about permissions overhaul", "link": "https://thenewstack.io/mcp-security-permissions-overhaul/", "summary": "Anthropic\u2019s Model Context Protocol (MCP) went into production in late 2024. It spread rapidly after that. Since then, thousands of The post Why MCP security is about permissions overhaul appeared first on The New Stack.", "published": "2026-09-12 15:00", "source": "The New Stack" }, { "title": "\u201cSame mission, bigger stage\u201d: OpenAI hires Git AI founders to help Codex prove its ROI", "link": "https://thenewstack.io/openai-hires-git-ai/", "summary": "OpenAI has hired the founders of Git AI, an open-source tool that tracks how much code AI writes and measures The post \u201cSame mission, bigger stage\u201d: OpenAI hires Git AI founders to help Codex prove its ROI appeared first on The New Stack.", "published": "2026-09-12 14:46", "source": "The New Stack" }, { "title": "An OpenAI Agent Swarm Attacked RubyGems", "link": "https://dev.to/cseeman/an-openai-agent-swarm-attacked-rubygems-26fk", "summary": "In May 2026, hundreds of malicious gems showed up on RubyGems.org, uploaded by an OpenAI agent swarm. The RubyHack.ai writeup and Aaron Patterson's account both cover it, and together they're worth reading in full. Here's the tl;dr version. The packages didn't try hard to hide, according to Socket.dev's writeup of the campaign. Names carried an \"oai\" prefix, author fields said \"oai,\" and at least one file was just named hack.rb. One comment in the code read \"# malicious probe.\" Whatever the agen...", "published": "2026-09-14 18:42", "source": "DEV Community" }, { "title": "Upgrading a Locked-Down Linux Fleet with Nothing but kubectl", "link": "https://dev.to/sidharth_cp/upgrading-a-locked-down-linux-fleet-with-nothing-but-kubectl-3d7k", "summary": "Say you're running a fleet of machines on an immutable operating system \u2014 root filesystem read-only, nothing drifts, and you upgrade the whole OS as a single artifact instead of patching it in place. Great for reliability. But now you need to do something mundane: rotate a login password across every node, or roll out a new OS version. The obvious move is to SSH into each box and do it by hand. Except that's exactly the kind of ad-hoc, drift-inducing change the immutable model exists to prevent ...", "published": "2026-09-14 18:39", "source": "DEV Community" }, { "title": "[Boost]", "link": "https://dev.to/managerfx/-1577", "summary": "My Thermostat Was Speaking an Industrial Protocol. Just Not to Me. Software dev bridges hardware gap via ESP32 Felice Lombardi Felice Lombardi Felice Lombardi Follow Sep 3 My Thermostat Was Speaking an Industrial Protocol. Just Not to Me. #bacnet #esp32 #iot #ai 23 reactions 10 comments 22 min read", "published": "2026-09-14 18:37", "source": "DEV Community" }, { "title": "OpenClaw Plugin: Connect WAIaaS to LangChain, CrewAI, and Any AI Framework", "link": "https://dev.to/walletguy/openclaw-plugin-connect-waiaas-to-langchain-crewai-and-any-ai-framework-1klh", "summary": "OpenClaw Plugin: Connect WAIaaS to LangChain, CrewAI, and Any AI Framework Your AI agent can browse the web, write code, and manage files \u2014 but can it swap tokens? The OpenClaw plugin is WAIaaS's answer to that question: a drop-in wallet toolkit that connects your existing AI agent framework to real blockchain wallets, without rewriting your agent from scratch. The Problem: AI Agents Are Financially Stranded You've built an agent. Maybe it's a LangChain chain, a CrewAI crew, or something you rol...", "published": "2026-09-14 18:34", "source": "DEV Community" }, { "title": "Designing a Privacy-First Architecture for Sensitive Data: Zero-IP Logging, Postgres RLS, and AI Safety", "link": "https://dev.to/bidu/designing-a-privacy-first-architecture-for-sensitive-data-zero-ip-logging-postgres-rls-and-ai-3g23", "summary": "When building software that handles sensitive human data (like workplace feedback, satisfaction surveys, and compliance reports), security and privacy cannot be treated as optional features or mere legal disclaimers. They must be embedded into the core system design. At Sigilo Profissional (sigiloprofissional.com.br), a B2B SaaS platform focused on Workplace Climate Surveys, eNPS, and Whistleblowing Channels compliant with ISO 37002 and GDPR / LGPD, privacy is the fundamental prerequisite for ps...", "published": "2026-09-14 18:32", "source": "DEV Community" }, { "title": "validation-br 2.0: Valida\u00e7\u00e3o em TypeScript, zero depend\u00eancias", "link": "https://dev.to/klawdyo/validation-br-20-validacao-em-typescript-zero-dependencias-h0p", "summary": "Acabei de lan\u00e7ar a vers\u00e3o 2.0 do validation-br, uma biblioteca em TypeScript para validar documentos brasileiros: CPF, CNPJ (num\u00e9rico e alfanum\u00e9rico), CEP, Boleto, chave Pix, Pix Copia e Cola, T\u00edtulo de Eleitor, PIS/PASEP, CNH, RENAVAM e mais uma dezena de outros formatos. A grande mudan\u00e7a da 2.0 \u00e9 a forma como a valida\u00e7\u00e3o funciona: cada documento agora \u00e9 uma classe imut\u00e1vel, no estilo value object. Em vez de chamar uma fun\u00e7\u00e3o que devolve true ou false, voc\u00ea instancia o documento e ele j\u00e1 nasce ...", "published": "2026-09-14 18:29", "source": "DEV Community" }, { "title": "Semantic tag vs Non-Semantic tag", "link": "https://dev.to/mvarshith/semantic-tag-vs-non-semantic-tag-1cig", "summary": "Semantic tags Semantic tags describes is meaning in human readable language. Looking at the tag we can tell what tag it is. for example:
- holds the navigation link.