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984 articles conservés pour « ai »
Quick answer: An AI coding agent is only as good as the context it is given and the verification it is held to. The two failures that dominate real work are under-context (the agent guesses the API and invents fields) and over-trust (it reports "done" after a green local run,…
JetBrains shipped ThinkRail as an IDE where agents can write their own capabilities instead of waiting for plugin updates. The project hit 5,016 stars and #1 on GitHub Trending (TypeScript) by combining isolated workspaces, living specs as durable project knowledge, and a skill…
OpenAI and workplace software giant ServiceNow struck a deal to let ChatGPT search company records and carry out approved help desk tasks, a step that could turn office chat into real work. Key Takeaways OpenAI and ServiceNow expanded their partnership to make it a two-way…
The IRS says Microsoft owes $28.9 billion plus penalties and interest over how it moved profits between countries from 2004 to 2013, a huge tax fight that could hit the company's finances. Key Takeaways The IRS has issued Notices of Proposed Adjustment seeking $28.9 billion plus…
In general, LLM performance is incredibly multidimensional. There's no guarantee of a fixed ordering where the model that is best at math is also the model that's best at jokes. Despite that complexity, much of the variation in performance is explained by just a single variable:…
6 UX questions for AI research tasks that take time Continue reading on UX Collective »
The field has blown up and rebuilt itself three times in twenty years. This is the third. Everyone thinks AI is coming for design. The truth is uglier and older. The field has done this to itself twice before, and it’s about to do it again. The UX job market right now is…
Asked about AI and the trend of college students booing tech CEOs at graduation ceremonies, Instagram head Adam Mosseri acknowledged in an interview that a lot of people really don't like AI, and it's not just young people and creatives. Appearing on the Colin and Samir podcast…
A grouped FiftyOne build of KITScenes Multimodal high-fidelity robotaxi dataset, where every camera, a fused seven-lidar-and-three-radar point cloud, and a reprojection-accurate HD map for one driving instant all live under a single group id. A single frame from a modern…
Generating the off-road edge cases a robot can't collect, with ComfyUI running inside FiftyOne, and every synthetic frame is traceable to the real one it came from. An off-road robot only knows the days it was driven. Its training data was collected on a handful of routes, in…
You've trained your model, run inference, and loaded your predictions into FiftyOne . And then you're staring at the same blue rectangles you've always stared at. The default bounding box is a blunt instrument. It works, but it doesn't tell you much about confidence, class…
The attack exploits instruction files that AI coding tools use to understand project requirements. OpenAI Codex supports AGENTS.md, while Claude Code can read CLAUDE.md. These plain-text files typically contain legitimate guidance about coding standards, project setup and…
How FiftyOne and its plugin system turned a stranger's 3,000-image search into a few minutes of review It started with a Reddit post Part of my job as a developer advocate at Voxel51 is to keep an eye out for real, messy, unglamorous computer vision problems — the kind that…
Microsoft has never disclosed Azure's quarterly revenue in dollars. But for the first time, we can see just how close it is getting to besting the biggest competitor in the market, AWS.
The announcement came alongside parent company Alphabet's third-quarter earnings report, which saw revenue grow 25% year over year to $127.6 billion.
Microsoft said it made $10 billion in revenue from commercial arrangements with OpenAI, including revenue-sharing payments, in the quarter ending September 30. It underscores the still-enormous financial dependency of the partnership.
The MPC Sample Key looks like the MPC Sample just with keys instead of pads. | Image: Akai The MPC Sample Key isn't even formally announced yet, but Akai is already showing off what the modding community is cooking up through vibe coding. Akai has decided to embrace the…
Whatever the future of AI might be, the current situation is still very good for Microsoft. The tech giant reported yet another record for quarterly revenue on Wednesday: $92.3 billion, a 19% increase over the year-ago quarter.
Tabletop manipulation demos look solved until you try to thread a flexible cable, pick up a credit card off a polished desk, or re-orient an Allen wrench in-hand. The modern imitation learning playbook—Action Chunking with Transformers (ACT), Diffusion Policies, and…
Pide a cualquier asistente "renombra la columna nombre a nombre_completo " y lo más probable es que genere un ALTER TABLE ... RENAME COLUMN . Funciona en tu máquina. En producción, el código que sigue desplegado busca nombre y empieza a fallar hasta que termine el despliegue. En…
To no one's surprise, Epic Games has now confirmed that it's tripling down on its gen-AI push and will use the controversial tech on everything from Fortnite to the next iteration of its widely-used game development engine, Unreal Engine 6. Read more
Google has released its latest frontier model, Gemini 4 Carbon, offering "significant gains" in coding, agentic tasks, and cybersecurity. In an announcement on Wednesday , Google highlights Carbon's top spot on the Artificial Analysis Intelligence Index (v5.0) benchmark, with…
Short answer: don't trust them because they're green. AI writes tests that assert the code's current behavior — including the bugs. Earn the confidence by mutation testing: change the code on purpose and check the tests fail. The ones that stay green are lying to you. Last month…
If you use Claude Code, Cursor, or any agent that reads Markdown instructions, you probably have a folder of "skills": a deploy checklist, a code-review playbook, a set of rules someone shared on X. Look at where they came from. One is a gist, one was copied out of a GitHub repo…
気候テックの選定ロジックから読み解く、弱視VRトレーニングの「今」——あるエンジニアの視点から MITテクノロジーレビューが先日発表した「2026年…
We read the tool lists of MCP servers in the official MCP registry. Then we sent each list, once, to three small AI models through their vendors' Batch APIs: Claude Haiku 5.5, GPT-5-nano and Gemini 2.5 Flash. Each model was set to its lowest reasoning level and got one fixed…
The frontier lab is lifting the curtain on how users spend money on its models ahead of a planned IPO.
The feature works with both iMessage and RCS messaging.
The PHP scare may have faded from your feed, but the cleanup is far from over. Last week, two critical bugs in the open source language behind roughly 70% of websites left organizations scrambling to fix their systems, with some taking sites offline until the vulnerabilities…
It's almost like Google's got something to prove after taking a break from releasing new frontier AI models earlier this year. Just two weeks after rolling out Gemini 4 Argon , Google has announced Gemini 4 Carbon . This isn't the Flash model equivalent we've been waiting for…
Nearly two years after LG and Samsung announced at CES 2025 that their latest smart TVs would include access to Microsoft's Copilot, the company is ending support for the AI assistant's functionality on all TVs this year, according to a report by Windows Central . The news comes…
Disclosure: I'm sharing this project from Natiq Studio, the team developing Natiq-dz-ARG. Text-to-speech models can produce impressive English, French, and Modern Standard Arabic. Algerian Darija introduces a different challenge: the same sentence can move between Arabic and…
MCP (Model Context Protocol) has become the de facto standard for AI tool interconnection — the community hosts 5800+ MCP servers you can plug into. Most tools pick one side: they either consume MCP servers or provide tools as one. hmharness — an open-source (MIT) agent…
Variational Inference: Why the ELBO Trades Accuracy for Tractability Bayesian inference is easy to write down and hard to compute. Given data x and latent variables z , Bayes' rule gives the posterior: p(z∣x)=p(x)p(x∣z)p(z) The numerator is usually easy: a prior p(z) and a…
Routing a support ticket requires a destination your application can use. Jev accepts context and questions with predefined answer spaces, then returns structured decisions and probabilities. That makes it relevant wherever software needs a bounded judgment, such as choosing a…
If you run a small business and you are choosing an AI assistant, "which one is best?" is the wrong first question. A better one: which tools are people actually using, and which way is that moving? I track public data on this. It is not a count of users, and it is not a quality…
Most of us save a lot of links. For years, our AI tools could not see any of them. When you ask Claude about something you read, it answers from the open web, not from the sources you picked. So we added a Model Context Protocol (MCP) server to Kyurations, our bookmarking app.…
If your Python project is built on company numbers rather than ticking prices, start with ROIC.ai . That is my short answer, and the rest of this guide explains why, where it falls short, and which other stock market APIs make more sense when your project looks different. Almost…
If you ask some prominent US politicians who won the 2020 presidential election, you might get some weasely answers that fail to directly acknowledge Joe Biden's win that November. If you ask Google's AI Mode the same question, you might get an evasive answer that simply tells…
The autofill update lets Chrome pull flight confirmations, tracking info, order details, and other information from your inbox, with your permission.
A new developer platform will let businesses bring their services to Google's AI experiences, potentially changing how consumers discover and use apps.
Following improvements made to Chrome's enhanced autofill last year that included your name, passport number , email address, and physical addresses sourced from your Google Accounts and services like Google Wallet, the feature is now expanding. Starting today, Chrome's enhanced…
GitHub Octoverse 2026 I'm at GitHub Universe today (GitHub gave me a free ticket through their "GitHub Stars" program). EVP Jay Parikh just announced this year's Octoverse report, and highlighted these numbers in particular: This is a pretty stark representation of the impact of…
GitHub Universe 2026 opened on October 28, 2026 in San Francisco with a message that is easy to miss if you only read the feature list: GitHub no longer thinks of Copilot as a coding assistant. It thinks of it as the delivery system itself — the thing that takes a task from an…
The Great Misunderstanding: Why We Fear AI Instead of Empowering It There is a pervasive narrative surrounding AI today, one that grips the public imagination with fear rather than possibility. It’s a common theme on social media and in tech circles: people refuse to see AI as…
In microeconomics, a credence good is any purchase where the consumer cannot assess the marginal utility of the service even after paying for it. The classic textbook example is an automotive repair shop. If a mechanic replaces an alternator and the car starts, you know the…
A separate law aims to shore up security on connected baby monitors.
Meta says it may push the implementation of its new business terms past November 20th as it faces backlash from publishers over concerns about AI training. In a post on X , Meta communications head Andy Stone said the company does "not plan to make policy changes without a full…
Tech leaders are flaunting how out of touch they are when they brag about using AI to connect with their families.
South Korea’s financial institutions have been hit by another wave of cyberattacks, highlighting the growing risk of AI-driven hacking in Asia.