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1028 articles conservés pour « ai »
Yes — if your memory is plain files instead of an account inside an app. That's the whole answer. If it's files, you can copy them, back them up, delete them, and feed the same directory to ChatGPT, Claude, Cursor, and a local model. If it only opens inside one product, it isn't…
Hi everyone! I'm currently working on a 'machine learning project', and honestly, I think I've reached the point where I'm questioning almost every technical decision I've made. I could really use some advice from people who have been through something similar. How it started…
I run a nightly pipeline of more than 20 AI agents: research, architecture, security audit, build, QA. Every morning there's a report of what passed. For months, everything passed. Then I found out why. The final verification job was checking out the wrong branch. It re-tested a…
AI Governance Frameworks: NIST, ISO, EU AI Act & More Compared Dev Stack Hub Dev Stack Hub Dev Stack Hub Follow Oct 22 AI Governance Frameworks: NIST, ISO, EU AI Act & More Compared #discuss #ai #security #devdiscuss 11 reactions Add Comment 12 min read
You asked Claude, ChatGPT or Cursor for a quick internal tool: a pricing calculator, a chart over last quarter's numbers, a clickable onboarding checklist. It works on your machine. Now a product manager, a client or your finance lead needs to open it, and they are not going to…
AI Employees 8 ตำแหน่ง 60 กิจวัตรบนเครื่องคุณเอง: คุ้มที่จะลองหรือยัง? โดย Nokka (นก-กา) | นักเขียนอิสระสาย AI และระบบเปิด | ตรวจสอบข้อมูล ณ 23 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent…
"How much traffic do we get from ChatGPT?" sounds like a one-line question. In practice, the honest answer is "at least X, and probably more." AI assistants do send visitors: people click the citations in ChatGPT search, Perplexity, Claude, Gemini and Copilot. But that traffic…
A few years ago, creating a professional website often meant hiring a developer, learning to code, or spending hours customizing templates. Today, AI website builders can turn a written description into an initial website structure, suggest content, and help users refine page…
Recent cybersecurity reports made this question much more real. Major U.S. banks are now reportedly detecting unauthorized third-party AI agents inside customer accounts, with some agent activity appearing to go beyond the user's original instructions. That exposes a fundamental…
Choosing an On-Device Inference Engine in 2026: It's Not Just llama.cpp Anymore Running models locally used to mean one thing: llama.cpp, some GGUF quantization, done. Fine for text generation. But the moment you run a vision language model on device, or need fast prefill for…
A remote MCP server is a Model Context Protocol server you reach over HTTPS instead of starting it on your own machine. You add it with a URL, not a command. Every major AI coding client supports this now, but each one wants the URL in a slightly different shape. Cursor takes a…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady I am lazy to do manual UI testing. Truly, unapologetically lazy. There is nothing quite as soul-crushing on a Friday afternoon as manually resizing browser windows, squinting at full-HD…
The real MCP server security risks are prompt injection hidden in the data a tool returns, over-broad tool scopes, credential exposure when a server hands raw keys to the model, and unbounded actions with no human approval. The fixes are architectural, not a better prompt. The…
The company plans to begin testing Pony.ai's robotaxis in Kazakhstan's capital in the first half of 2027.
I spend a lot of time in the AI space -- reading papers, building things, talking to engineers who are actually shipping. And there is a gap between what the demos show and what production systems actually look like that nobody is being fully honest about. So here is my honest…
OpenAI shipped something yesterday that should change how you build agent control flows. The OpenAI Decisions API went generally available on October 22, 2026 — a dedicated endpoint, POST /v1/decisions , that returns structured judgments instead of chat text. No more asking a…
When an AI chatbot gives wrong answers about your own documents, the AI model is usually not the problem. The model only reads the few passages a search step hands it, and when that search hands it the wrong ones, a perfectly good model answers badly. You have probably seen both…
An AI agent on a phone has access to something a server-side agent doesn’t: the device itself. Calendar events, saved locations, recent contacts, active notifications — all of it is locally available before any network call is made. The question isn’t whether to use that…
Some videos should not be filmed. A sale that starts on Friday, a product that launches next week, a bakery that opens on Saturday: the message is a few words, a date and maybe a picture. What makes it work is how the words move. That is motion graphics: designed type, shapes…
TL;DR: Claude Code cannot connect to an MCP server until that server appears in configuration. A definition may be private to one project, shared with a team, available to one user everywhere, or managed by an organization. When the same server name appears in more than one…
OpenClaw (formerly Moltbot, with Clawdbot still used in parts of the community) is growing fast. The rename cycles and rapid ecosystem changes created one recurring engineering question: which messaging platforms are actually supported today, and what does “supported” mean in…
What idle hardware actually pays: three machines, measured There's a specific kind of afternoon I keep having: I look at a machine that is already running, already powered, already paid for, and I think — that thing is wasting money by doing nothing. So I went and checked three…
MIT researchers marooned 13 AIs on a virtual island, and they responded by inventing games, mourning a lost ring and, eventually, getting better at their jobs.
Why Add AI Voice to Your Django App? Voice has become the new “screen” for many users. From hands‑free navigation to accessibility, integrating AI‑generated speech can make your Django project feel more natural and inclusive. Whether you’re building a customer‑support chatbot,…
A cleaner diff can help you understand a change. Before you merge, check what your review settings left out. You ask AI to fix one bug. It returns a change that also reformats half the file. Now you have two problems: understanding the fix and finding everything else that moved.…
Why “human‑like” matters in AI voice When you hear a synthetic voice that sounds too robotic, the magic of your app disappears. Users start focusing on the odd cadence, the flat intonation, and the lack of emotional nuance. In a world where voice assistants, audiobooks, and…
Why free model tiers look dead when they aren't I keep a small probe script that walks a list of OpenAI-compatible endpoints and asks each one the same two questions: what do you have, and will you answer a chat right now. For months I only looked at the first answer. That was…
If your business email is on Titan , Claude can't reach it the way it reaches Gmail or Outlook. If you bought your domain and mailbox from GoDaddy , you're very likely on Titan too. The reason is simple: Titan has no public REST API. So I built titan-email-mcp , an open-source…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady The Solo website builder deletes every site it hosts on November 30, 2026. On its first night, Sloth Watch caught that for a made-up café that runs on Solo, and put it at the top of the…
Should OpenAI command an over $1 trillion valuation with this round, it would break records as the most highly valued private company ever.
A product team weighs a purchased tool against an internal build at the same table. Artificial intelligence made building cheap and buying easy. The trade-off now turns on who owns the upkeep, the seams between tools, the chat surfaces, and the data. For most of my career,…
Canva is diving even deeper into AI with the launch of an image generation model that competes directly with those from OpenAI, Microsoft, and Google. The model, called Canva Craft , uses a two-stage architecture that allows it to plan a design before generating an image,…
If you have ever designed a REST endpoint, you already know most of what it takes to give a voice agent tools. Name it well, keep the parameters tight, validate inputs, return something useful. The difference is the client. Your endpoint is not called by a frontend developer…
On October 21 and 22, I spent two long days patching our own servers. PHP had announced an emergency release for two critical remote code execution bugs, now known as "PHP2Shell". We run seven RunCloud servers with about 30 WordPress sites, and several of them are on PHP…
Diagrid announced a Catalyst integration for Goose on 22 October 2026. A Goose recipe can commit each step before the next one starts: every LLM call, extension tool call, and sub-recipe. If the process or the node dies, the run resumes at the last committed step instead of…
Dedicated AI budget lines are becoming a more visible part of marketing technology planning, but spending alone does not establish value. The Martech Weekly's Enterprise Martech Outlook 2026, a benchmark report covering enterprise marketing technology environments, found that…
Meta has tweaked its business terms to remove language suggesting that it could freely train its AI models on news sites, like The Verge - but legal experts say these changes aren't enough to address their concerns. "This does nothing to restrict the 'associated with your…
Meta has re-enabled Muse sharing after security researchers had reported that public conversation links could be easy to find. The researchers said they had been able to find Muse pages like a marketing company's internal revenue review and a small business owner's loan…
Voice AI in 2026 – A Developer‑Centric Comparison Voice has become the new UI. From conversational agents to audiobooks, the demand for high‑quality, expressive text‑to‑speech (TTS) is exploding. By 2026 the ecosystem has narrowed to a handful of mature platforms, each with its…
Every conversational analytics demo follows the same script. Someone connects a model to a clean warehouse schema, types "show me revenue by region last quarter," and gets a correct chart in four seconds. The room nods. Then somebody says the sentence that has launched a…
Mars not depicted. | Image: Cath Virginia / The Verge, Getty Images Oh sure, SpaceX's credit risk is pretty high because it's about to borrow another $40 billion to spend on Nvidia chips , but who cares about that? SpaceX and Tesla have formed special committees to discuss a…
DE STAAT - FREEDOM (Official Music Video) OK well this is a first for me... at 00:44 in this new music video by Dutch alternative rock band De Staat : The visual effects are credited to Matties Grooten of Fake it or Leave it . Via flir on Hacker News Tags: music , ai ,…
The new feature allows agents to log into a customer's personal accounts while still protecting the private credentials that secure those accounts.
OpenAI is launching its decision model to the world. Can it compete with the original Jev?
Canva is making its new image model available to all users, promising better, more customizable performance at lower costs.
Discord's latest update released today has a big improvement for Markdown previews: they should now render correctly instead of with "a bunch of symbols," according to the company. LLMs and AI agents often rely on Markdown files for instructions and context, so these improved…
Microsoft’s new AI diagnostic system beat generalist doctors on hard cases, according to a study in Science. But most of the improvement seems to come from the AI models underneath, not from Microsoft’s system itself.
The app has a button that deletes everything about a customer, because someone can ask for that, and one that exports their data. I tested both buttons. The customer disappeared from the list and the export produced a file, and I considered the job done. The review followed a…
Large Language Models (LLMs) are transforming how developers build interactive applications. By integrating language models through APIs, developers can create conversational systems that accept natural-language input and generate relevant responses. However, developing an AI…
Bitcoin can't run on Ethereum. So when a lending market or a DEX pool on Ethereum says it accepts "BTC", it means something else: a token that promises a real bitcoin is sitting somewhere, waiting to be redeemed. That promise has a structure. Someone holds the BTC, someone…