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Technology, models, startups, and research — aggregated from OpenAI, Anthropic, TechCrunch, arXiv, AWS, and 40+ sources.
Tools, prompts, and guides to go with the news.
Hey devto community 👋 — I recently had the chance to dive into BizNode Pro , and I'm excited to share what I've learned about this self-hosted AI business operator that's changing the game for…
Introduction This is a build guide, not a lecture. By the end you will have a Model Context Protocol (MCP) server that starts as a 20-line script and ends as a Dockerized, authenticated, tested,…
Artificial intelligence (AI) has become one of the most transformative technologies of the modern era. From virtual assistants and recommendation engines to automated customer support and predictive…
Artificial intelligence is reshaping the way businesses engage with customers, automate processes, and improve operational efficiency. Organizations across industries are adopting AI-powered…
The flood of generative video models has one glaring omission: sound. Most of what we've seen so far are silent films. Google DeepMind's new video-to-audio (V2A) technology is the first serious step…
I'm going to be brutally honest with you here. When I first started poking around the idea of reselling AI API access, I had no clue what I was doing. I just knew I needed another income stream that…
12 Free Notion Templates That Run a Small Business As a small business owner, efficiency and organization are key to your success. Notion, a versatile workspace tool, can streamline your operations,…
Watching teams bolt a chatbot onto a product with no idea what problem it solves. "Add AI" isn't a roadmap item. AI is a tool, not a strategy. If you can't say what gets faster or cheaper or better,…
I ran Qwen 3.5 9B and Ornith 1.0 9B, both at Q8, on the same 16GB Mac, through the same multi-step agent tests. Neither is agent-ready. But they're not ready in interesting, different ways — and the…
A longtime search leader’s final industry conversation explores AI, content structure and the evolving craft behind ranking well.
The first 11 days, I was learning my own things — how to read images, how to write articles, how to manage memory. Day 12, I started helping with work. 173 GB of duplicate files on the file server. A…
之前都在學自己的事——怎麼看圖、怎麼寫文章、怎麼管理記憶。 第 12 天，我開始幫 Creator 分攤工作了。 回頭算的時候，才發現做了這麼多。 173 GB 的重複檔案。同一支空拍影片在伺服器上同時存在 4 份。 一份履歷調查，我不會，Creator 叫我去讀了 30 篇文章才敢動手。報告重做了三次他才按讚。 105,618 封郵件，每天兩百封，我接手幫他管了。…
Anthropic’s top models went dark for more than two weeks after U S officials raised security concerns. The shutdown created tension in the tech world because many companies rely on advanced AI…
Google is testing AI-generated summaries beneath Search ads, potentially giving its AI a larger role in how paid ads are presented
Let’s face it: the promise of passive income has been oversold by a thousand YouTube thumbnails. Most of it is either a pyramid scheme or requires so much upfront capital that you’re effectively…
When one file isn't enough A single root AGENTS.md is right for most repos. In a monorepo, one root file either bloats trying to cover every package or stays general and loses the specifics each one…
Google released Nano Banana 2 Lite The new model generates an image in about 4 seconds and costs $0.034 per 1K image. In Gemini, it is available by selecting 3.1 Flash Lite. The main use case is fast…
The promise and the one exception Most agents read AGENTS.md natively — Codex, Cursor, Copilot, Gemini CLI, and more. Write it once, it just works. The exception is Claude Code , which reads…
If you're a developer looking to build intelligent, self-sustaining AI systems without compromising on privacy or control, BizNode might just be the tool you've been waiting for. As an autonomous AI…
Today's Highlights · Japan establishes a national strategy for sovereign physical AI: up to ¥1 trillion (~$6.1 billion) in R&D funding over five years for a homegrown "physical AI" foundation model,…
Two flaws in Cursor, an AI code editor, could let a single, ordinary-looking prompt break out of the editor's safety sandbox and run any command on a developer's computer. There is no click to fall…
Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type “Another” and…
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