📰 Revue IA — 24/03/2026

213 articles

Vibe Coding 6

J'ai créé application Towards Data Science 2026-03-23
J'ai créé une application de découpage de podcasts en un week-end en utilisant le codage Vibe

Rapid prototyping with Replit, AI agents, and minimal manual coding The post I Built a Podcast Clipping App in One Weekend Using Vibe Coding appeared first on Towards Data Science .

curseur est outil. Dev.to — Cursor 2026-03-23
Le curseur est un outil. Operum est une équipe. — Présentation des moteurs d'IA enfichables pour l'orchestration multi-agents

Presented live at the spArk Labs Cursor meetup — here's what we showed. One AI Writes Code. Six AIs Ship Products. Cursor is incredible. It turned every developer into a 10x engineer with AI-powered code completion, inline edits, and chat-driven development. But here's the thing — shipping software isn't just about writing code. Between the moment someone files an issue and the moment that code re

J'ai trouvé modèle Dev.to — Cursor 2026-03-23
J'ai trouvé un ID de modèle caché dans l'API Curseurs. Ce n'était pas ce qu'ils disaient.

On March 19, Cursor shipped Composer 2 — its most capable proprietary coding model to date. The company marketed it as a breakthrough: faster completions, better multi-file edits, a tenth of the price of Claude Opus 4.6. Elon Musk endorsed it. Developers rushed to try it. Less than 24 hours later, a developer named Fynn found a model ID hidden in Cursor's API configuration: kimi-k2p5-rl-0317-s515-

curseur atteint million Dev.to — Cursor 2026-03-22
Le curseur atteint 1 million d'utilisateurs quotidiens

Cursor just hit 1 million daily active users. Let that number sink in — a code editor built by a small startup is now used daily by more developers than most enterprise tools. Companies like Stripe and Figma are using it. And now they're launching Composer 2 — an AI agent that handles entire multi-file development tasks, not just autocomplete. Here's what I think most people are getting wrong abou

Agent curseur compositeur Dev.to — Cursor 2026-03-22
Agent curseur et compositeur : un flux de travail pratique pour le codage quotidien

This post was created with AI assistance and reviewed for accuracy before publishing. Cursor is an AI-native editor built on VS Code. It exposes Composer for multi-file edits and Agent for longer, tool-using runs that search and change code across your repo. Product details and defaults change frequently; treat Cursor’s documentation and changelog as the source of truth, not third-party listicles.

Pourquoi votre SaaS Dev.to — Cursor 2026-03-21
Pourquoi votre SaaS « Vibe Coded » échouera à 100 utilisateurs (et comment y remédier)

It's 2026. You just built a functional SaaS MVP in four hours using Cursor and Claude. It looks great, the happy path works, and you're ready to tweet your launch. But there's a hidden tax on AI-generated code: Architectural Debt. When you vibe-code without a strict foundation, the LLM takes the path of least resistance. It puts database logic in your routes, skips error handling, and ignores race

Assistants et Agents IA 29

Claude Code coûte VentureBeat — AI
Claude Code coûte jusqu'à 200 $ par mois. Goose fait la même chose gratuitement.

The artificial intelligence coding revolution comes with a catch: it's expensive. Claude Code , Anthropic's terminal-based AI agent that can write, debug, and deploy code autonomously, has captured the imagination of software developers worldwide. But its pricing — ranging from $20 to $200 per month depending on usage — has sparked a growing rebellion among the very programmers it aims to serve. N

Salesforce déploie nouvel VentureBeat — AI
Salesforce déploie un nouvel agent d'IA Slackbot alors qu'il combat Microsoft et Google dans l'IA sur le lieu de travail

Salesforce on Tuesday launched an entirely rebuilt version of Slackbot , the company's workplace assistant, transforming it from a simple notification tool into what executives describe as a fully powered AI agent capable of searching enterprise data, drafting documents, and taking action on behalf of employees. The new Slackbot, now generally available to Business+ and Enterprise+ customers, is S

Anthropic lance Cowork, VentureBeat — AI
Anthropic lance Cowork, un agent Claude Desktop qui fonctionne dans vos fichiers — aucun codage requis

Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire feature in approximately a week and a half, largely using Claude Code itself. The launch marks a major inflection point in the race to deliver practical AI agents to mainstream users, po

L'automatisation tâches Gemini The Verge — AI 2026-03-20
L'automatisation des tâches Gemini est lente, maladroite et super impressionnante

I've been testing out Gemini's new task automation on the Pixel 10 Pro and the Galaxy S26 Ultra, which for the first time lets Gemini take the wheel and use apps for you. It's limited to a small subset right now - a handful of food delivery and rideshare services - and it's still in […]

Comment agents d'IA NVIDIA Blog 2026-03-23
Comment les agents d'IA autonomes deviennent sécurisés dès la conception avec NVIDIA OpenShell

Autonomous agents mark a new inflection point in AI. Systems are no longer limited to generating responses or reasoning through tasks. They can take action: Agents can read files, use tools, write and run code, and execute workflows across enterprise systems, all while expanding their own capabilities. Application-layer risk grows exponentially when agents continuously improve […]

Outils MCP personnalisés Dev.to — LLM 2026-03-24
24 Outils MCP personnalisés plus tard : pourquoi le plus gros coût de votre agent n'est pas le modèle — c'est l'invite

Every time your agent sends a prompt like "read the file src/routes/ventas.js, find line 45, and tell me what's there", you're paying for 25 tokens of natural language that the model has to interpret, might misunderstand, and will probably hallucinate part of the answer. When my agent does the same thing, it calls: { "tool": "read_file", "parameters": { "path": "src/routes/ventas.js", "offset": 40

Comment donner votre Dev.to — LLM 2026-03-23
Comment donner à votre agent IA la possibilité de lire n'importe quelle page Web

Here's the problem with most AI agents: they can't see the live web. They know everything up to their training cutoff. But the moment you ask "what does this company's pricing page say right now?" or "what changed on this competitor's homepage?" - they're blind. They either hallucinate an answer or admit they don't know. The fix is straightforward: give the agent a tool that fetches and parses any

mathématiques qui tuent Towards Data Science 2026-03-20
Les mathématiques qui tuent votre agent IA

An 85% accurate AI agent fails 4 out of 5 times on a 10-step task. Learn the compound probability math behind production failures (and the 4-check pre-deployment framework to fix it). The post The Math That’s Killing Your AI Agent appeared first on Towards Data Science .

crochets Git sont Dev.to — Agents 2026-03-23
Les crochets Git sont votre meilleure défense contre le désordre généré par l'IA

Ahnii! Git hooks have been around forever. Pre-commit linting, pre-push test suites, commit message formatting. Useful but optional. Most developers set them up once and forget about them. With AI agents writing and committing code, hooks aren't optional anymore. They're the gate between an agent's output and your repository. This post covers why hooks matter more now than ever and what to enforce

Que passe-t-il lorsque Dev.to — Agents 2026-03-23
Que se passe-t-il lorsque votre agent IA échoue à un audit de conformité ?

What Happens When Your AI Agent Fails a Compliance Audit? Your AI agent has been running in production for three months. It's processed 5,000 customer service requests. Approved refunds. Updated user records. Escalated sensitive cases to humans. It works perfectly. Then your compliance officer tells you: "Auditors need to verify what the agent actually did in production." You open LangSmith. You p

J'ai créé base Dev.to — Agents 2026-03-23
J'ai créé une base de données d'erreurs pour mes agents IA (et ils se sont améliorés)

Last week, my AI agent broke a production website for the third time by guessing Shopify URL handles instead of fetching them from the API. Same mistake. Third time. Different context each time, so the agent didn't "remember" it had done this before. That's when it hit me: AI agents don't learn from mistakes. They learn from training data. Your agent will make the same error on Monday that it made

Comment générer piste Dev.to — Agents 2026-03-23
Comment générer une piste d'audit pour les actions de l'agent IA (avec preuve visuelle)

How to Generate an Audit Trail for AI Agent Actions (With Visual Proof) You've deployed an AI agent to handle customer refunds. It works perfectly in testing. But your compliance officer asks: "How do we prove what the agent actually did in the browser?" You show them text logs from LangSmith or Langfuse. They're not satisfied. Text logs tell you what the agent claimed to do. Visual proof shows wh

agents d'IA ont Dev.to — Agents 2026-03-23
Les agents d'IA ont besoin de gouvernance. Voici ce que nous avons construit

Most teams deploying AI agents have no way to reconstruct what their agent decided, or why, five minutes after it happened. That's a problem. And it's about to become a very expensive one. The Accountability Gap When a human customer service rep issues a refund, there's a paper trail. A ticket. A recording. A manager who approved it. Accountability is structural, baked into the workflow by default

J'ai ajouté preuve Dev.to — Cursor 2026-03-22
J'ai ajouté une preuve de capture d'écran à chaque appel d'outil MCP de curseur

I Added Screenshot Proof to Every Cursor MCP Tool Call I've been building MCP tools in Cursor for two months. Last week I realized: I have no idea what's actually happening. Cursor calls my tools. The tools run browser automation (fill forms, click buttons, navigate pages). Cursor gets back structured JSON. But I don't see the page. I don't know if the button click worked. I'm flying blind. So I d

Afficher Golf Scanner Hacker News 2026-03-08
Snow CLI, codage Hacker News 2026-03-24
Show Praktor Multi-agent Hacker News 2026-02-26
Registre MCP Couche Hacker News 2026-03-23
Montrer Passerelle Permit Hacker News 2026-03-18
Show J'ai construit Hacker News 2026-03-16
Visa prépare systèmes AI News 2026-03-19
Visa prépare les systèmes de paiement pour les transactions initiées par un agent IA

Payments rely on a simple model: a person decides to buy something, and a bank or card network processes the transaction. That model is starting to change as Visa tests how AI agents can initiate payments. New work in the banking sector suggests that, in some cases, software agents may soon take on that role. […] The post Visa prepares payment systems for AI agent-initiated transactions appeared f

NVIDIA veut que AI News 2026-03-19
NVIDIA veut que les agents d'IA d'entreprise soient plus sûrs à déployer

The NVIDIA Agent Toolkit is Jensen Huang’s answer to the question enterprises keep asking: how do we put AI agents to work without losing control of our data and our liability? Announced at GTC 2026 in San Jose on March 16, the NVIDIA Agent Toolkit is an open-source software stack designed to help enterprises and […] The post NVIDIA wants enterprise AI agents safer to deploy appeared first on AI N

Trustpilot s'associe entreprises AI News 2026-03-17
Trustpilot s'associe à des entreprises d'IA alors que la recherche traditionnelle diminue

Trustpilot is reported to be pursuing partnerships with large eCommerce companies as AI-driven shopping gains traction. In an interview with Bloomberg News [paywall], chief executive Adrian Blair said that AI agents acting on behalf of consumers require lots of information about the businesses they’re willing to interact with. He said the most effective systems will […] The post Trustpilot partner

NTT DATA NVIDIA AI News 2026-03-16
NTT DATA et NVIDIA amènent les usines d'IA d'entreprise à l'échelle de la production

NTT DATA has announced an initiative to deliver NVIDIA-powered platforms designed to give organisations a repeatable, production-ready model for scaling AI. The offering integrates NVIDIA’s GPU-accelerated computing and high-performance networking with NVIDIA AI Enterprise software, including NeMo and NIM Microservices, into a full-stack agentic AI platform that can be deployed in cloud and edge e

OpenAI's Frontier met AI News 2026-03-16
OpenAI's Frontier met les agents de l'IA dans un combat que le SaaS ne peut pas se permettre de perdre

When OpenAI launched Frontier in February, the announcement was described as a platform for enterprise AI agents. What it actually signalled was a challenge to the revenue architecture underpinning the software industry. Frontier is designed to act as a semantic layer in an organisation’s existing systems, connecting data warehouses, CRM platforms, ticketing tools, and internal […] The post OpenAI

Show KYC Verification Hacker News 2026-03-19
Show Git-issues agent-first Hacker News 2026-03-20
Briser bac sable Hacker News 2026-03-20
Show Agentic Copilot Hacker News 2026-03-19

Audio et Voix IA 1

Show Trois nouveaux Hacker News 2026-03-19

Modeles et LLM 28

rôle l'analyse données Dev.to — AI 2026-03-24
Le rôle de l'analyse de données dans la croissance des entreprises à Dubaï

Introduction Les données sont devenues l'un des atouts les plus précieux pour les entreprises de Dubaï, aidant les organisations à prendre des décisions éclairées, à améliorer leurs opérations et à stimuler leur croissance. L'analyse des données permet aux entreprises de transformer les informations brutes en informations exploitables, ce qui permet des stratégies plus intelligentes et des avantages concurrentiels dans l'économie numérique d'aujourd' hui. Le paysage commercial dynamique de Dubaï, axé sur

Élimination goulots d'étranglement Dev.to — AI 2026-03-24
Élimination des goulots d'étranglement de la chaîne d'approvisionnement grâce à des tablettes robustes sur mesure pour la gestion des entrepôts

Pain Point Analysis: The Connectivity Gap in Standard Hardware In the high-velocity environment of a modern fulfillment center, operational continuity is frequently jeopardized by the fragility of consumer-grade interfaces. Significant downtime is often incurred when standard devices lack the native ports required for direct PLC communication or high-speed peripheral integration. By relying on fra

Experts streaming Simon Willison 2026-03-24
Experts en streaming

I wrote about Dan Woods' experiments with streaming experts the other day , the trick where you run larger Mixture-of-Experts models on hardware that doesn't have enough RAM to fit the entire model by instead streaming the necessary expert weights from SSD for each token that you process. Five days ago Dan was running Qwen3.5-397B-A17B in 48GB of RAM. Today @seikixtc reported running the colossal

Citation Neurotica Simon Willison 2026-03-23
Citation de Neurotica

slop is something that takes more human effort to consume than it took to produce. When my coworker sends me raw Gemini output he’s not expressing his freedom to create, he’s disrespecting the value of my time — Neurotica , @schwarzgerat.bsky.social Tags: ai-ethics , slop , generative-ai , ai , llms

Citant David Abram Simon Willison 2026-03-23
Citant David Abram

I have been doing this for years, and the hardest parts of the job were never about typing out code. I have always struggled most with understanding systems, debugging things that made no sense, designing architectures that wouldn't collapse under heavy load, and making decisions that would save months of pain later. None of these problems can be solved LLMs. They can suggest code, help with boile

Fitbit Ace adapté The Verge — Tech 2026-03-23
Le Fitbit Ace adapté aux enfants coûte 100 $ , ce qui correspond à son meilleur prix

If you’re trying to figure out how to keep your kids occupied this spring break, the Fitbit Ace LTE is an easy way to get them outdoors and off their phones. The kid-friendly smartwatch encourages movement with trackable games, and it’s back to an all-time low price of $99.95 ($80 off) at Amazon ahead of […]

NVIDIA GTC 2026 NVIDIA Blog 2026-03-20
NVIDIA GTC 2026 : mises à jour en direct sur les prochaines étapes de l'IA

Rolling coverage from San Jose, including NVIDIA CEO Jensen Huang’s keynote, news highlights, live demos and on‑the‑ground color through March 19.

LLM peuvent démasquer Ars Technica — AI 2026-03-03
Les LLM peuvent démasquer les utilisateurs pseudonymes à grande échelle avec une précision surprenante

Pseudonymity has never been perfect for preserving privacy. Soon it may be pointless.

État l'Open Source Hugging Face Blog
Biais genre dans Dev.to — LLM 2026-03-24
Biais de genre dans les LLM de production : ce que 90 tests dans 3 cadres ont révélé

Gender Bias in Production LLMs: What 90 Tests Across 3 Frameworks Revealed By Saravanan Ramachandran — Quality Engineering & AI Safety https://in.linkedin.com/in/saravanan-ramachandran-a63767184 March 2026 | github.com/sara0079/LLM-Evaluation The Question That Started This As a Quality Engineering leader in Life Sciences, I spend a lot of time thinking about validation — making sure systems behave

Ingénierie rapide pour Dev.to — LLM 2026-03-24
Ingénierie rapide pour les développeurs : modèles éprouvés en production qui fonctionnent réellement

Many developers first encounter prompt engineering through simple experiments. You write a prompt, send it to a model, and get a surprisingly good answer. At first it feels almost magical. Then reality hits. You ship your feature to production and suddenly things break. Outputs become inconsistent. The model ignores instructions. Edge cases appear. Users write weird inputs. Costs increase. Latency

Comment exécuter LLM Dev.to — LLM 2026-03-24
Comment exécuter un LLM 400B Parameter sur un téléphone (Oui, vraiment)

A few days ago, a demo started making the rounds showing an iPhone 17 Pro running a 400B parameter large language model. Not a cloud API call. Not a clever proxy. An actual 400B model doing inference on the device. My first reaction was the same as yours: "That's impossible. Where does the memory come from?" Turns out, it's not impossible — it's just really, really clever engineering. And the tech

Comment j'ai accidentellement Dev.to — LLM 2026-03-24
Comment j'ai accidentellement construit un outil de suivi des coûts pour les LLM

Last month I got an API bill that made me physically flinch. $2,847. I had no idea where it came from. I was building a side project — a fairly standard app with OpenAI for chat, Anthropic for summarization, Stripe for payments, Supabase for the database, and SendGrid for emails. Five services, each with their own dashboard, their own billing page, their own definition of "usage." I found myself o

Pourquoi j'ai construit Dev.to — LLM 2026-03-24
Pourquoi j'ai construit un proxy LLM respectueux de la vie privée

Every LLM gateway I evaluated had the same problem: they logged my prompts. I'd spin up a proxy, route my team's requests through it, check the dashboard - and there they were. Full request bodies, full response bodies, sitting in someone's database. Sometimes on someone else's infrastructure. For a lot of use cases that's fine. But when you're working with customer data, internal documents, or an

J'ai ajouté Langfuse Dev.to — LLM 2026-03-23
J'ai ajouté Langfuse à mon application RAG et elle a immédiatement attrapé deux bugs

I want to tell you something that did not make it into the README. I built zey-ollama-rag-lab to show off ZeroEntropy's retrieval quality against a base LLM, side by side in a web UI. The demo worked. I was happy with it. Then I added Langfuse. Within five minutes of looking at real traces, I found two bugs I had no idea were there. One was embarrassing. One was silent and dangerous. Both would ha

Frontière LLM d'aujourd' Dev.to — LLM 2026-03-23
Frontière LLM d'aujourd' hui : de la percée de Kimi K2.5 à GPT-5.4/Gemini Flash-Lite

Category llm Today's Highlights This digest highlights the emergence of Kimi K2.5, a Chinese model that has taken the open-source community by storm, and the strategic shift by OpenAI and Google DeepMind towards 'efficient and compact inference.' These developments signal a dramatic expansion in LLM applications, ranging from large-scale tasks such as processing 1.74 million patents to deployment

Afficher Brf.it Extraction Hacker News 2026-03-07
J'ai ans j'ai Hacker News 2026-03-22
Afficher jj-benchmark Évaluation Hacker News 2026-03-12
Show Comment j'ai Hacker News 2026-03-10
Show Sleuther, plugin Hacker News 2026-03-23
Show Llamactl Gestionnaire Hacker News 2026-03-17
Show Qwodel pipeline Hacker News 2026-03-12
Afficher seule CLI Hacker News 2026-03-13
Palantir pour soutenir AI News 2026-03-23
Palantir AI pour soutenir les opérations financières au Royaume-Uni

UK authorities believe improving efficiency across national finance operations requires applying AI platforms from vendors like Palantir. The country’s financial regulator, the FCA, has initiated a project leveraging AI to identify illicit activities. The FCA is currently testing the Foundry platform from Miami-based software vendor Palantir. This three-month pilot costs upwards of £30,000 per wee

Mastercard garde œil AI News 2026-03-18
Mastercard garde un œil sur la fraude avec le nouveau modèle de base

Mastercard has developed a large tabular model (an LTM as opposed to an LLM) that’s trained on transaction data rather than text or images to help it address security and authenticity issues in digital payments. The company has trained a foundation model on billions of card transactions, with the intention of expanding to hundreds of […] The post Mastercard keeps tabs on fraud with new foundation

Pour efficace, l'assurance AI News 2026-03-18
Pour une IA efficace, l'assurance doit mettre de l'ordre dans ses données

A report from Autorek, a provider of AI solutions to the insurance industry has produced a report that describes operational drag in companies’ internal processes that not only affect overall efficiency but cause an impediment to the effective implementation of AI in insurance concerns. Insurance Operations & Financial Transformation 2026 [email wall] draws from a […] The post For effective AI, in

Afficher ordinateur bureau Hacker News 2026-03-17

GPU et Hardware 23

chemin fer obtient VentureBeat — AI
Le chemin de fer obtient 100 millions de $ pour défier AWS avec une infrastructure cloud native à l'IA

Railway , a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it raised $100 million in a Series B funding round, as surging demand for artificial intelligence applications exposes the limitations of legacy cloud infrastructure. TQ Ventures led the round, with participation from FPV Ventures , Redpoint

PDG Nvidia dit Tom's Hardware 2026-03-23
Le PDG de Nvidia dit qu'il est « empathique » aux préoccupations du DLSS 5 — Jensen Huang redouble d'efforts en matière de défense tout en décriant le « slop de l'IA »

In a new podcast appearance, Nvidia CEO Jensen Huang struck a more conciliatory tone concerning DLSS 5, saying he's 'empathetic" to concerns about the feature producing "AI slop."

Feuille route processeurs Tom's Hardware 2026-03-23
Feuille de route des processeurs et GPU d'entreprise d'AMD : Venise, Verano, Zen 6, Helios et ADNC

AMD has impressive plans in the data center realm for 2026 and 2027 that could further impress its position on the market for CPUs and AI GPUs with products like its Helios platform and Instinct MI500 AI accelerators.

GTC 2026 Transcription Tom's Hardware 2026-03-23
GTC 2026 : Transcription des questions-réponses à la presse de Ian Buck — Le vice-président d'Hyperscale et de HPC s'exprime sur le décodage du CPX d'étagère et du LPU d'expédition cette année

Following Nvidia's GTC 2026 keynote, where CEO Jensen Huang laid out the company's Vera Rubin architecture and the Groq 3 LPU acquisition, Nvidia's Ian Buck sat down with press for a Q&A session.

développeurs Crimson Desert Tom's Hardware 2026-03-23
Les développeurs de Crimson Desert s'excusent pour la « confusion » sur la FAQ Intel GPU — retours en arrière sur le langage dédaigneux antérieur concernant le support graphique Arc

The Crimson Desert devs have apologized for prior dismissive language regarding Intel GPUs and confirmed that a support update is on the way.

légendaire AMD Ryzen Tom's Hardware 2026-03-23
Jensen Huang, PDG The Verge — AI 2026-03-23
Jensen Huang, PDG de Nvidia, déclare : « Je pense que nous avons atteint l'agi »

On a Monday episode of the Lex Fridman podcast, Nvidia CEO Jensen Huang made a hot-button statement: "I think we've achieved AGI." AGI, or artificial general intelligence, is a vaguely defined term that has incited a lot of discussion by tech CEOs, tech workers, and the general public in recent years, as it typically denotes […]

Musk dit qu'il The Verge — AI 2026-03-23
Musk dit qu'il construit une usine de copeaux de Terafab à Austin, au Texas

Elon Musk announced plans to build a Terafab plant in Austin, Texas, that will be jointly run by Tesla and SpaceX. The goal is to eventually build chips at scale for robotics, artificial intelligence, and space-based data centers for Musk's various companies. Musk has expressed concern, as have other executives, about the chip industry's ability […]

Mouvements fluides réalité NVIDIA Blog 2026-03-19
Mouvements fluides : la réalité virtuelle à 90 images par seconde arrive MAINTENANT sur GeForce

It’s a double feature on GFN Thursday. This week, GeForce NOW offers smoother sights in virtual reality (VR) and a sprawling new land to conquer. Streaming at 90 frames per second (fps) comes to supported VR headsets. And Crimson Desert, which recently surpassed 3 million wishlist additions on Steam, debuts in the cloud with GeForce […]

simulation production comment NVIDIA Blog 2026-03-18
De la simulation à la production : comment construire des robots avec l'IA

The latest open models and frameworks from NVIDIA bring together simulation, robot learning and embedded compute to accelerate cloud-to-robot workflows.

More Than Meets NVIDIA Blog 2026-03-17
More Than Meets the Eye : les ordinateurs accélérés NVIDIA RTX se connectent désormais directement à Apple Vision Pro

NVIDIA and Apple’s collaboration brings native integration of NVIDIA CloudXR 6.0 to visionOS, securely delivering NVIDIA RTX-powered simulators and professional 3D graphics applications — like Immersive for Autodesk VRED on Innoactive’s XR streaming solutions — to Apple Vision Pro.

OpenAI contourne Nvidia Ars Technica — AI 2026-02-12
OpenAI contourne Nvidia avec un modèle de codage exceptionnellement rapide sur des puces de la taille d'une plaque

OpenAI's new GPT‑5.3‑Codex‑Spark is 15 times faster at coding than its predecessor.

startup Gimlet Labs TechCrunch — AI 2026-03-23
La startup Gimlet Labs résout le goulot d'étranglement de l'inférence IA d'une manière étonnamment élégante

Gimlet Labs just raised an $80 million Series A for tech that lets AI run across NVIDIA, AMD, Intel, ARM, Cerebras and d-Matrix chips, simultaneously.

start-up fusion Helion, TechCrunch — AI 2026-03-23
La start-up de fusion Helion, soutenue par Sam Altman, est en pourparlers pour vendre de l'énergie à OpenAI

OpenAI CEO Sam Altman is stepping down as board chair of Helion. His departure comes as reports that the two companies are negotiating a deal that would see Helion sell 12.5% of its power output to OpenAI.

You Want Build TechCrunch — AI 2026-03-22
Do You Want To Build A Snowman?

On the latest episode of the Equity podcast, we recapped CEO Jensen Huang’s GTC keynote and debated what it means for Nvidia’s future.

Vision stratégie matérielle Dev.to — LLM 2026-03-23
Vision et stratégie matérielle façonnant l'avenir de l'IA : d'Apple aux puces agi et AI

Vision and Hardware Strategy Shaping the Future of AI: From Apple to AGI and AI Chips Today's Highlights Apple's plans for consumer AI implementation, NVIDIA's hints at achieving AGI (Artificial General Intelligence), and discussions on AI chip design, the foundational technology supporting them. These three topics symbolize different layers in AI's evolution from a mere tool to OS-level integrati

Afficher ClawMem Mémoire Hacker News 2026-03-22
Show Sokuji Traducteur Hacker News 2026-03-05
Goldman Sachs voit AI News 2026-03-17
Goldman Sachs voit l'investissement dans l'IA se déplacer vers les centres de données

Artificial intelligence investment is entering a more selective phase as companies and investors look beyond early excitement and focus on the data centre infrastructure required to run AI systems. Recent analysis from Goldman Sachs suggests the market is moving toward what the firm describes as a “flight to quality.” In practice, investors are paying closer […] The post Goldman Sachs sees AI inve

Afficher VMetal exécuter Hacker News 2026-03-19
racks Nvidia Groq Hacker News 2026-03-17
pilote GreenBoost open Hacker News 2026-03-15
GTC Nvidia marquera Hacker News 2026-03-14

Startups et Financement 13

Listen Labs lève VentureBeat — AI
Listen Labs lève 69 MILLIONS de $ après une cascade d'embauche de panneaux d'affichage viraux pour adapter les entretiens avec les clients de l'IA

Alfred Wahlforss was running out of options. His startup, Listen Labs , needed to hire over 100 engineers, but competing against Mark Zuckerberg's $100 million offers seemed impossible. So he spent $5,000 — a fifth of his marketing budget — on a billboard in San Francisco displaying what looked like gibberish: five strings of random numbers. The numbers were actually AI tokens. Decoded, they led t

génération Kool-Aid goût The Verge — AI 2026-03-22
La génération AI Kool-Aid a le goût de l'eugénisme

Like many people, director Valerie Veatch was intrigued when OpenAI first released its Sora text-to-video generative AI model to the public in 2024. Though she didn't fully understand the technology, she was curious about what it could do, and she saw that other artists were building online communities to share their new AI creations. The […]

Audit performance articles Simon Willison 2026-03-22
Audit de performance des articles PCGamer

Research: PCGamer Article Performance Audit Stuart Breckenridge pointed out that PC Gamer Recommends RSS Readers in a 37MB Article That Just Keeps Downloading , highlighting a truly horrifying example of web bloat that added up to 100s more MBs thanks to auto-playing video ads. I decided to have Claude Code for web use Rodney to investigate the page - prompt here . Tags: web-performance , rodney

pack quatre AirTags The Verge — Tech 2026-03-23
Le pack de quatre AirTags de première génération d'Apple est en baisse de 60 $ pour la première fois

Despite the fact that Apple released a new AirTag in January, the first-gen AirTag is still a top-notch tracker if you’re embedded in Apple’s ecosystem. And right now, it’s on sale for $59.99 ($40 off) at Amazon, Walmart, and Best Buy, which marks a new low price. If you’re an iPhone owner, the original AirTag […]

Littlebird lève pour TechCrunch — AI 2026-03-23
Littlebird lève 11 M $ pour son outil de « rappel » assisté par IA qui lit l'écran de votre ordinateur

Littlebird is building an AI that reads your screen in real time to capture context, answer questions, and automate tasks, without relying on screenshots.

Cursor admet que TechCrunch — AI 2026-03-22
Cursor admet que son nouveau modèle de codage a été construit sur le Kimi de Moonshot AI

Building on top of a Chinese model feels particularly fraught right now.

nouveau cadre pour Hugging Face Blog
Nouveautés Mellea 0.4.0 Hugging Face Blog
Parallélisme séquence d'Ulysse Hugging Face Blog
Delve arrête démonstrations, TechCrunch — Startups 2026-03-24
Delve arrête les démonstrations, Insight Partners nettoie le poste d'investissement au milieu des allégations de « fausse conformité »

After a whistleblower alleged that the startup fabricated audit evidence, its prominent Series A investor removed an article detailing why it led the deal.

start-up livraison repas TechCrunch — Startups 2026-03-23
La start-up de livraison de repas de Bengaluru Swish lève 38 MILLIONS de $ , sa troisième tournée en 18 mois

Swish has more than doubled its valuation in a year as its full-stack, hyperlocal model positions ultra-fast food delivery as a high-frequency habit.

Malgré rivalité acharnée, TechCrunch — Startups 2026-03-23
Malgré une rivalité acharnée, Kalshi, PDG de Polymarket, soutient un fonds de capital-risque de 35 MILLIONS de $

As prediction markets explode, the new firm called 5(c) Capital, will back startups supporting the burgeoning category.

Show Soros pour Hacker News 2026-03-17

Autres 113

L'avenir planification ressources Dev.to — AI 2026-03-24
L'avenir de la planification des ressources d'entreprise : tendances à surveiller

Introduction Les systèmes de planification des ressources d'entreprise (ERP) sont depuis longtemps l'épine dorsale des entreprises modernes, intégrant les opérations de base telles que les finances, la chaîne d'approvisionnement, les ressources humaines et la gestion des clients dans une plate-forme unifiée. Alors que la technologie continue d'évoluer, les systèmes ERP entrent dans une nouvelle ère, remodelant la façon dont les organisations fonctionnent et rivalisent. Dans ce blog, nous explorons l'avenir de l'ERP et de la

Curseur Just Made Dev.to — AI 2026-03-24
Curseur Just Made ripgrep Look Slow. Voici comment.

J'utilise le ripgrep depuis des années. C'est le genre d'outil qui vous fait vous sentir satisfait de votre flux de travail - rapide, zéro plainte. Puis l'équipe d'ingénierie de Cursor a publié un article de blog qui disait essentiellement : « Ouais, ripgrep est rapide. Mais il analyse toujours tous les fichiers. Et si nous... ne l'avions pas fait ? - Et honnêtement, ils ont raison. Le problème dont personne ne parle Si vous travaillez sur un codeba de taille normale

Détection déformation distribuée Dev.to — AI 2026-03-24
** Détection de déformation distribuée par fibre optique avec AI Fusion pour la surveillance de l'état structurel des navires-citernes GNL **

1. Introduction Les grands transporteurs de gaz naturel liquide (GNL) transportent des marchandises dangereuses dans les eaux internationales. Les dommages à la coque ou aux citernes à cargaison peuvent entraîner des défaillances catastrophiques, des pertes de vie et des impacts environnementaux graves. Les stratégies actuelles de surveillance de la santé structurelle (SHM) reposent fortement sur des contrôles nondestructifs périodiques (CND) et des inspections visuelles, qui sont sporadiques et nécessitent des inspections des vaisseaux.

Expérimenter Starlette 1.0 Simon Willison 2026-03-22
Expérimenter Starlette 1.0 avec les compétences de Claude

Starlette 1.0 is out ! This is a really big deal. I think Starlette may be the Python framework with the most usage compared to its relatively low brand recognition because Starlette is the foundation of FastAPI , which has attracted a huge amount of buzz that seems to have overshadowed Starlette itself. Kim Christie started working on Starlette in 2018 and it quickly became my favorite out of the

Tobira.ai Product Hunt — AI 2026-03-23
Pause.do Product Hunt — AI 2026-03-23
WeixinClawBot Product Hunt — AI 2026-03-23
Nomie Product Hunt — AI 2026-03-23
AlphaClaw Apex Product Hunt — AI 2026-03-23
Banc pour Claude Product Hunt — AI 2026-03-23
Context.dev Product Hunt — AI 2026-03-23
Silicon Friendly Product Hunt — AI 2026-03-23
Tâches planifiées code Product Hunt — AI 2026-03-23
Everest Product Hunt — AI 2026-03-23
Trump incite entreprises Ars Technica — AI 2026-03-05
nouvelle attaque AirSnitch Ars Technica — AI 2026-02-26
La nouvelle attaque AirSnitch contourne le cryptage Wi-Fi dans les maisons, les bureaux et les entreprises

That guest network you set up for your neighbors may not be as secure as you think.

Rétraction après rejet Ars Technica — AI 2026-02-13
Air Street devient TechCrunch — AI 2026-03-23
Air Street devient l'un des plus grands fonds de capital-risque solo en Europe avec un fonds de 232 M $

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

Bernie Sanders ’AI‘ TechCrunch — AI 2026-03-23
Bernie Sanders ’AI‘ gotcha ’vidéo flops, mais les mèmes sont géniaux

Sen. Bernie Sanders thinks he's tricked Claude into revealing the AI industry's secrets, but he really just exposed how agreeable chatbots can become.

startup codage vibratoire TechCrunch — AI 2026-03-23
La startup de codage vibratoire Lovable est à la recherche d'acquisitions

Lovable's founder said the fast-growing vibe-coding startup is looking for startups and teams to join its company.

Apple fixe date TechCrunch — AI 2026-03-23
Apple fixe la date de juin pour la WWDC 2026, taquinant les « avancées de l'IA »

Apple will host its next Worldwide Developers Conference the week of June 8. The company is expected to announce major updates to Siri with advanced AI capabilities.

Elizabeth Warren appelle TechCrunch — AI 2026-03-23
Elizabeth Warren appelle la décision du Pentagone d'interdire les « représailles » anthropiques

In a letter to Defense Secretary Pete Hegseth, Senator Elizabeth Warren (D-MA) equated the DOD's decision to label Anthropic a "supply-chain risk" as retaliation, arguing that the Pentagon could simply have terminated its contract with the AI lab.

Construire modèle d'intégration Hugging Face Blog
Holotron-12B Agent d'utilisation Hugging Face Blog
Présentation seaux rangement Hugging Face Blog
Keep Tokens Flowing Hugging Face Blog
LeRobot v0.5.0 Mise Hugging Face Blog
Apporter l'IA robotique Hugging Face Blog
SEC abandonne son TechCrunch — Startups 2026-03-22
La SEC abandonne son enquête de quatre ans sur la start-up de véhicules électriques Faraday Future

After four years, and multiple subpoenas and depositions, the beleaguered startup has dodged yet another bullet.

Delve accusé d'avoir TechCrunch — Startups 2026-03-22
Delve accusé d'avoir induit les clients en erreur avec une « fausse conformité »

An anonymous Substack post accuses compliance startup Delve of “falsely” convincing “hundreds of customers they were compliant” with privacy and security regulations.

concepts Pandas qui Towards Data Science 2026-03-23
4 concepts Pandas qui brisent discrètement vos pipelines de données

Master data types, index alignment, and defensive Pandas practices to prevent silent bugs in real data pipelines. The post 4 Pandas Concepts That Quietly Break Your Data Pipelines appeared first on Towards Data Science .

L'inférence causale est Towards Data Science 2026-03-23
L'inférence causale est l'apprentissage automatique de l'alimentation

Your ML model predicts perfectly but recommends wrong actions. Learn the 5-question diagnostic, method comparison matrix, and Python workflow to fix it with causal inference. The post Causal Inference Is Eating Machine Learning appeared first on Towards Data Science .

Détection fraude neuro-symbolique Towards Data Science 2026-03-23
Détection de la fraude neuro-symbolique : Dérive du concept de capture avant les gouttes de F1 (sans étiquette)

This Article asks what happens next. The model has encoded its knowledge of fraud as symbolic rules. V14 below a threshold means fraud. What happens when that relationship starts to change? Can the rules act as a canary? In other words: can neuro-symbolic concept drift monitoring work at inference time, without labels? Full architecture background in Hybrid Neuro-Symbolic Fraud Detection: Guiding

Mise cache rapide Towards Data Science 2026-03-22
Mise en cache rapide avec l'API OpenAI : un tutoriel complet sur Python

A step-by-step guide to making your OpenAI apps faster, cheaper, and more efficient The post Prompt Caching with the OpenAI API: A Full Hands-On Python tutorial appeared first on Towards Data Science .

Construire solveur Navier-Stokes Towards Data Science 2026-03-22
Construire un solveur Navier-Stokes en Python à partir de zéro : Simulation du flux d'air

A hands-on guide to implementing CFD with NumPy, from discretization to airflow simulation around a bird's wing The post Building a Navier-Stokes Solver in Python from Scratch: Simulating Airflow appeared first on Towards Data Science .

Échapper jungle SQL Towards Data Science 2026-03-21
Échapper à la jungle SQL

Most data platforms don’t break overnight; they grow into complexity, query by query. Over time, business logic spreads across SQL scripts, dashboards, and scheduled jobs until the system becomes a “SQL jungle.” This article explores how that happens and how to bring structure back. The post Escaping the SQL Jungle appeared first on Towards Data Science .

introduction douceur l'optimisation Towards Data Science 2026-03-21
Une introduction en douceur à l'optimisation contrainte non linéaire avec des approximations linéaires par morceaux

Piecewise linear approximations are a practical way to handle nonlinear constrained models using LP/MIP solvers like Gurobi. The post A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations appeared first on Towards Data Science .

Construire modèles notation Towards Data Science 2026-03-20
Construire des modèles de notation de crédit robustes (partie 3)

Handling outliers and missing values in borrower data using Python. The post Building Robust Credit Scoring Models (Part 3) appeared first on Towards Data Science .

Santa Augmentcode Intent Dev.to — Agents 2026-03-23
Santa Augmentcode Intent Ep.8

The Gifts Are Under the Tree — From Spec to Merged PR 🎄 Accompanying source code repository: Santa Augmentcode Intent Every year, on the morning of December 25th, I allow myself one quiet moment before the sleigh is unpacked and the Thank-You Letters start arriving. I sit in the empty Workshop, still warm from the night’s work, and look at the bare shelves where the gifts used to be. They are gone

Santa Augmentcode Intent Dev.to — Agents 2026-03-23
Santa Augmentcode Intent Ep.3

Santa Plans, Elves Build — Coordinator & Specialist Agents 🧝 Accompanying source code repository: Santa Augmentcode Intent A common misconception about the North Pole is that I build all the toys. I do not. I tried that once in 1742. It was catastrophic. What I do — what I have always done — is understand what needs to be built, break it into sensible pieces, assign the right Elf to each piece, an

Santa Augmentcode Intent Dev.to — Agents 2026-03-23
Santa Augmentcode Intent Ep.2

The Master Gift List That Writes Itself 🎄 Accompanying source code repository: Santa Augmentcode Intent Every year, on the first of December, I sit at my great oak desk and open the Master Gift List. In the old days, I wrote it once and hoped for the best. By the fifteenth, it bore little resemblance to reality. An Elf had improvised. A supplier had changed a toy’s colour. Three children had writt

Santa Augmentcode Intent Dev.to — Agents 2026-03-23
Santa Augmentcode Intent Ep.1

Santa’s Secret Weapon: Welcome to the Workshop! 🎅 Accompanying source code repository: Santa Augmentcode Intent Ho ho ho! Come in, come in — the fire is warm and the cocoa is hot. Pull up a stool and let Father Christmas tell you a story. Not about reindeer, not about presents — but about the most magical piece of software to land in the Workshop since the invention of the Nice List. The Problem W

OpenClaw l'assistant qui Dev.to — Agents 2026-03-23
OpenClaw : l'assistant IA qui fonctionne pendant que vous dormez (et pourquoi c'est terrifiant)

Let me paint you a picture. It’s 3:47 AM. You’re asleep, drooling on your pillow, dreaming about that promotion you’ll never get. Meanwhile, on your Mac Mini humming quietly in the corner, a cartoon space lobster named Molty is scanning your emails, rescheduling your dentist appointment, and drafting a passive-aggressive reply to that colleague who keeps “circling back.” You wake up. Coffee. Check

Curseur Sauts saisie Dev.to — Cursor 2026-03-22
Curseur Sauts de saisie semi-automatique avec Claude Code : 3 Fixes

Cursor's Tab Autocomplete Stops Working After Claude Code Install Cursor's tab autocomplete goes silent the moment you install Claude Code in the same VS Code instance. No error messages. Just dead silence when you hit tab. This isn't a bug in either tool — it's a keybinding collision. Both Cursor and Claude Code bind to Tab for their inline suggestion systems. Cursor's autocomplete loses because

J'ai construit bot Dev.to — Cursor 2026-03-21
J'ai construit un bot qui donne mes jetons Cursor Composer inutilisés à open source

I use Cursor every day. Sonnet, the frontier models — constantly. But Composer and Auto? I'd open them, poke around, and close them. Those tokens just expire every month doing nothing. So I built Iynx. What it does Searches GitHub for trending repos with open issues Picks an issue it thinks it can actually fix Writes the code, runs tests inside Docker Opens a real PR automatically Why I built it A

compositeur est controversé, Dev.to — Cursor 2026-03-21
Le compositeur 2 est controversé, mais mon expérience réelle était solide

I tried Composer 2 properly today, and honestly, if you put all the controversy aside for a second, the model itself is not bad at all. In fact, my first impression is that it’s a real upgrade over Composer 1 and 1.5. I gave it a pretty solid test. I asked it to build a full-stack Reddit clone and deploy it too. On the first go, it handled most of the work surprisingly well. The deployment also wo

ScreenAI modèle langage Google AI Blog
Cappy Surperformer booster Google AI Blog
Parlez comme graphique Google AI Blog
Outils d'intégration spécifiques Google AI Blog
Apprentissage social apprentissage Google AI Blog
Combien temps jusqu'à Hacker News 2026-03-12
Codage agentique pour Hacker News 2026-03-08
J'ai construit expédié Hacker News 2026-02-14
Show Plateforme ADN Hacker News 2026-02-03
Démarrer (Vibe) codage Hacker News 2026-02-01
Afficher SHTMLs HTML Hacker News 2026-03-18
Liste règles pour Hacker News 2026-03-16
Règles invites curseur Hacker News 2026-03-16
Show Drift-guard Protégez Hacker News 2026-03-14
Show Plugin simple Hacker News 2026-03-13
Show Neurotrace L'extension Hacker News 2026-03-22
Show Code Altimate Hacker News 2026-03-19
Show J'en marre Hacker News 2026-03-18
L'agent Backdoors Trivy Hacker News 2026-03-18
Show Cloak .env Hacker News 2026-03-18
Show Urlx produit Hacker News 2026-03-23
Show HawkDoc éditeur Hacker News 2026-03-09
Monocode Hacker News 2026-03-09
Afficher BitFun environnement Hacker News 2026-03-05
Show VibeWhisper voix-texte Hacker News 2026-03-03
Demandez a-t-il utilisateurs Hacker News 2026-02-18
Afficher agent qui Hacker News 2026-01-25
Nouvelle source ouverte Hacker News 2026-03-22
Demandez :35,0 arrière-plan Hacker News 2026-03-22
qualité votre modèle Hacker News 2026-03-21
Show LiteParse, analyseur Hacker News 2026-03-20
Show Budibase Agents Hacker News 2026-03-19
Nouvelle version Open Hacker News 2026-03-19
Afficher transcription réunion Hacker News 2026-03-18
Claude 4.6 Opus Hacker News 2026-03-12
Show plugin DAW Hacker News 2026-03-09
Afficher Locro OCR Hacker News 2026-03-24
outils codage l'IA Hacker News 2026-03-24
Afficher tableau classement Hacker News 2026-03-23
Demandez L'utilisation d'outils Hacker News 2026-03-23
Afficher Routage simple Hacker News 2026-03-23
Afficher Flock v0.7.0 Hacker News 2026-03-17
Show Linggen Système Hacker News 2026-03-11
Show Wolf Defender, Hacker News 2026-03-09
Show Banc CHIFFON Hacker News 2026-02-20
Show Kage TUI Hacker News 2026-03-23
Emdash IDE authentique Hacker News 2026-03-23
Show Comment j'ai Hacker News 2026-03-22
Show Vessel Browser Hacker News 2026-03-21
Pharaon cartes base Hacker News 2026-03-24
Dix mois avec Hacker News 2026-03-23
Demandez Comment gérez-vous Hacker News 2026-03-23
Afficher SafeParse validation Hacker News 2026-03-08
Agent Pro Automatisez Hacker News 2026-03-03
Afficher OpenAI pour Hacker News 2026-02-27
Show Sulcus Reactive Hacker News 2026-03-17
J'ai construit LiveAuth Hacker News 2026-03-15
Trésor américain publie AI News 2026-03-16
Le Trésor américain publie un guide sur les risques liés à l'IA à l'intention des institutions financières

The US Treasury has published several documents designed for the US financial services sector that suggest a structured approach to managing AI risks in operations and policy (see subheading ‘Resources and Downloads’ towards the bottom of the link). The CRI Financial Services AI Risk Management Framework (FS AI RMF) comes with a Guidebook [.docx] which […] The post US Treasury publishes AI risk Gu

Show Habits, constructeur Hacker News 2026-03-18
passe derniers mois Hacker News 2026-03-22
Show J'ai construit Hacker News 2026-03-21
Alibaba dévoile nouvelle Hacker News 2026-03-24
Show Projection Astrale Hacker News 2026-03-22
Lancement Canary (YC Hacker News 2026-03-19
Afficher Mon vol Hacker News 2026-03-18
Show DocuDesign décrivez Hacker News 2026-03-15
Demandez Gains productivité Hacker News 2026-03-22