📰 Revue IA — 16/03/2026

224 articles

Vibe Coding 10

‘Not built right TechCrunch — AI 2026-03-14
‘Not built right the first time’ — Musk’s xAI is starting over again, again

The AI lab is revamping its effort to build an AI coding tool, with two new executives joining from Cursor.

Cursor Trae Kiro Dev.to — Cursor 2026-03-16
Built Cross-Tool Memory Dev.to — Cursor 2026-03-15
How I Built a Cross-Tool Memory and Skill System for AI-Assisted Development

10 min read | Intermediate

I use four AI coding tools daily: Claude Code, Cursor, Codex CLI, and occasionally Gemini/Antigravity. Each one is good at different things. Claude Code handles complex multi-file refactors. Cursor is fast for inline edits. Codex runs background task

Windsurf Beat Cursor Dev.to — Cursor 2026-03-15
Windsurf Beat Cursor as the #1 AI IDE in 2026. I Tested Both for 3 Months to Find Out Why.

Cursor held the top spot for two years. In February 2026, it did not.

LogRocket's AI Developer Tool Power Rankings put Windsurf at #1 for the first time, dropping Cursor to #3. For the tens of thousands of developers who've built their entire workflow around Cursor's tab completions and a

Agentic Coding Non-Vibe Hacker News 2026-03-08
Cursor Rules Prompts Hacker News 2026-03-16
Scanned Cursor Rules Hacker News 2026-03-11
Building Local Development Dev.to — LLM 2026-03-16
Building a Local AI Development Stack with LiteLLM + AWS Bedrock + Open WebUI

How I replaced multiple AI SaaS subscriptions with one simple self‑hosted gateway.

Why I Built This

Over the past few months I kept experimenting with different AI tools.

Chat apps. Coding assistants. Agent platforms. Most of them were impressive —

DeepSteve: hackable web-based Hacker News 2026-03-16
Show HN: Detach Hacker News 2026-03-15

Assistants et Agents IA 57

Save Time Stay Dev.to — AI 2026-03-16
How to Save Time and Stay Organized with Assindo

The average American spends 43 days of their lifetime on hold. Add in the time spent scheduling appointments, following up on calls, and managing everyday errands, and the hours pile up fast. What if your AI assistant could handle all of that for you?

Assindo is a personal AI agent design

Install OpenClaw (Or Dev.to — AI 2026-03-16
How to Install OpenClaw (Or Skip the Setup Entirely)

OpenClaw is the most popular open-source AI agent framework, with over 145,000 GitHub stars. It can browse the web, manage files, run code, and connect to messaging platforms like WhatsApp, Telegram, and Discord. But before it does any of that, you need to install it. Here's what that actually lo

Retraction: After routine Ars Technica — AI 2026-02-13
Microsoft’s Copilot assistant The Verge — AI 2026-03-13
Microsoft’s Copilot AI assistant is coming to current-gen Xbox consoles this year

Xbox is getting ready to launch its Gaming Copilot AI assistant on "current-generation consoles" this year, according to a report from GamesRadar. Sonali Yadav, Xbox's product manager for gaming AI, revealed the news during a panel at the Game Developers Conference (GDC), adding that the company wil

Gemini’s task automation The Verge — AI 2026-03-12
Gemini’s task automation is here and it’s wild

A couple of weeks ago, Google and Samsung announced a big Gemini development coming to their newest devices: task automation. Starting with food delivery and rideshare apps, Gemini would be able to use certain apps on your behalf in a virtual window to take care of things like ordering dinner or get

NVIDIA Nemotron Super NVIDIA Blog 2026-03-11
New NVIDIA Nemotron 3 Super Delivers 5x Higher Throughput for Agentic AI

Launched today, NVIDIA Nemotron 3 Super is a 120‑billion‑parameter open model with 12 billion active parameters designed to run complex agentic AI systems at scale.  Available now, the model combines advanced reasoning capabilities to efficiently complete tasks with high accuracy for autonomous agen

agentic engineering patterns >

i use the term agentic engineering to describe the practice of developing software with the assistance of coding agents.

what are codi" data-theme="Assistants et Agents IA">

agentic engineering? Simon Willison 2026-03-15
What is agentic engineering?

Agentic Engineering Patterns >

I use the term agentic engineering to describe the practice of developing software with the assistance of coding agents.

What are codi

pragmatic summit in san francisco, where i participated in a fireside chat session about agentic engineering hosted by eric lui from statsi" data-theme="Assistants et Agents IA"> fireside chat about Simon Willison 2026-03-14
My fireside chat about agentic engineering at the Pragmatic Summit

I was a speaker last month at the Pragmatic Summit in San Francisco, where I participated in a fireside chat session about Agentic Engineering hosted by Eric Lui from Statsi

claude code, anthropic's terminal-based ai agent that can write, debug, and deploy code autonomously, has captured the imagination of software dev" data-theme="Assistants et Agents IA"> Claude Code costs VentureBeat — AI
Claude Code costs up to $200 a month. Goose does the same thing for free.

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 dev

salesforce on tuesday launched an entirely rebuilt version of slackbot, the company's workplace assistant, transforming it from a simple notification tool into what e" data-theme="Assistants et Agents IA"> Salesforce rolls out VentureBeat — AI
Salesforce rolls out new Slackbot AI agent as it battles Microsoft and Google in workplace AI

Salesforce on Tuesday launched an entirely rebuilt version of Slackbot, the company's workplace assistant, transforming it from a simple notification tool into what e

anthropic released cowork on monday, a new ai agent capability that extends the power of its wildly successful claude code tool to non-techni" data-theme="Assistants et Agents IA"> Anthropic launches Cowork, VentureBeat — AI
Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required

Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-techni

Nyne, founded father-son TechCrunch — AI 2026-03-13
Nyne, founded by a father-son duo, gives AI agents the human context they’re missing

The data infrastructure startup raised $5.3 million in seed funding led by Wischoff Ventures and South Park Commons.

Cursor Automations Always-On. Dev.to — Cursor 2026-03-14
Cursor Automations Are Always-On. Who's Watching What They Do?

Cursor just shipped Automations — always-on background agents that run continuously, call MCP servers, and take actions on your behalf while you sleep.

That's powerful. It's also a black box.

Your Automation ran at 3am. It called your browser MCP. It did something. The lo

Cursor Automations Here. Dev.to — Cursor 2026-03-14
Cursor Automations Are Here. Here's How to Add Visual Proof to Your Always-On Agents.

Cursor Automations Are Here. Here's How to Add Visual Proof to Your Always-On Agents.

Cursor just shipped Automations: always-on cloud agents that run in your IDE and call MCP servers directly.

This is the inflection point. MCP isn't optional anymore. It's an IDE primi

Cursor Agent Autonomy Dev.to — Cursor 2026-03-13
Cursor Agent Autonomy Without Visibility: The MCP Governance Crisis

Cursor Agent Autonomy Without Visibility: The MCP Governance Crisis

Cursor's agents are powerful. With a single prompt, they can call MCP (Model Context Protocol) servers—including external APIs like browser tools, database connectors, and web scrapers—to automate code tasks.

Using MCP Add Dev.to — Cursor 2026-03-13
Using MCP to Add Visual Proof to Your Cursor Automations

Using MCP to Add Visual Proof to Your Cursor Automations

Cursor just launched Automations: write a task description, and Cursor's agent goes — navigating, clicking, filling forms, extracting data.

It's powerful. But how do you know the agent actually did what you asked

Beyond Semantic Similarity: Hugging Face Blog
the multi-agent trap appeared first on Multi-Agent Trap Towards Data Science 2026-03-14
The Multi-Agent Trap

Google DeepMind found multi-agent networks amplify errors 17x. Learn 3 architecture patterns that separate $60M wins from the 40% that get canceled.

The post The Multi-Agent Trap appeared first on → Lire l'article

how to build agentic rag with hybrid search appeared first on towards data science.

" data-theme="Assistants et Agents IA"> Build Agentic RAG Towards Data Science 2026-03-13
Show HN: Drift-guard Hacker News 2026-03-14
Show HN: ClawDiary Hacker News 2026-03-09
multi-agent economics influence AI News 2026-03-12
How multi-agent AI economics influence business automation

Managing the economics of multi-agent AI now dictates the financial viability of modern business automation workflows. Organisations progressing past standard chat interfaces into multi-agent applications face two primary constraints. The first issue is the thinking tax; complex autonomous agents

Manulife moves agents AI News 2026-03-11
Manulife moves AI agents into core financial workflows

Large financial firms have spent years testing artificial intelligence in small projects, often limited to data analysis or customer support tools. The next phase appears to involve something more operational: systems that can take action in business workflows. Canadian insurer Manulife is moving

Agentic finance speeds AI News 2026-03-10
Agentic AI in finance speeds up operational automation

In finance, achieving operational automation by integrating agentic AI requires a data-centric foundation to drive real value. Financial infrastructure provider SEI has engaged IBM to modernise its internal operations via AI and automation. The joint initiative focuses on process redesign and tar

Show HN: Golf Hacker News 2026-03-08
Show HN: AgentSecrets Hacker News 2026-02-26
Show HN: agent Hacker News 2026-01-25
Show HN: BitFun Hacker News 2026-03-05
Playwright MCP Great Dev.to — Agents 2026-03-16
Playwright MCP Is Great for Automation. PageBolt MCP Is How You Audit It.

Playwright MCP Is Great for Automation. PageBolt MCP Is How You Audit It.

You're building AI agents with Playwright MCP. It handles browser automation beautifully—click, fill forms, navigate, extract data. But when your auditor asks "Show me what the agent actually did,"

Week: GPT-5.4 Drops, Dev.to — Agents 2026-03-16
AI This Week: GPT-5.4 Drops, Microsoft Ships an Agent Debugger, and Open-Source LLMs Are Taking Over

It's mid-March 2026, and honestly? The AI world didn't slow down for a single second. Between a new flagship model drop from OpenAI, Microsoft shipping a debugger for AI agents, and a fresh study flipping the open-source vs. closed-source debate on its head — there's a lot to unpack. Let's ge

Using Agents Sanctions Dev.to — Agents 2026-03-15
Using AI Agents for Sanctions Compliance: An OFAC Screening MCP Server

Using AI Agents for Sanctions Compliance: An OFAC Screening MCP Server

AI agents are becoming the interface for knowledge work. Instead of switching between browser tabs, dashboards, and command-line tools, you describe what you need and the agent executes it. The Model Contex

Build Agent Python Dev.to — Agents 2026-03-15
How to Build an AI Agent With Python in 2026: Stop Building Solo Agents, Start Building Teams

How to Build an AI Agent With Python in 2026: Stop Building Solo Agents, Start Building Teams

Last month I watched a single-agent system I'd inherited hallucinate its way through a competitive analysis, confidently citing a product launch that never happened. The agent had 14

Agentic Dummies, Part Dev.to — Agents 2026-03-15
Agentic AI for Dummies, Part 1: What Actually IS an AI Agent?

Reading time: 12 minutes | Difficulty: Beginner-friendly

You've probably used ChatGPT or Claude. You type something, it types back. Simple, right?

But here's the thing — that's not really the future of AI. That's just the beginning.

The real revolution happenin

Watching Isn't Enough: Dev.to — Agents 2026-03-15
Watching Isn't Enough: The Case for a Runtime Control Plane for AI Agents

Watching Isn't Enough: The Case for a Runtime Control Plane for AI Agents

Observability tells you what went wrong. Governance stops it from happening. They're not the same thing — and most agent stacks are missing one of them.

Last week I wrote about the

Anthropic's Model Context Dev.to — Agents 2026-03-15
Anthropic's Model Context Protocol Is Everywhere. Here's the Security Audit Gap.

Anthropic's Model Context Protocol Is Everywhere. Here's the Security Audit Gap.

MCP shipped in 2024. By 2026, it's everywhere:

  • Claude Desktop has MCP support
  • Cursor ships MCP natively
  • Windsurf uses MCP for agent tools
  • Every major LLM f

you have three options:

  1. text logs — "agent: refund approved. amount: $500." data-theme="Assistants et Agents IA"> Building Agent Workflows Dev.to — Agents 2026-03-14
    Building AI Agent Workflows That Pass SOC 2 Audits

    Building AI Agent Workflows That Pass SOC 2 Audits

    Your AI agent just processed a payment refund. Your SOC 2 auditor asks: "Show me what it did."

    You have three options:

    1. Text logs — "Agent: refund approved. Amount: $500.

Show HN: WebBridge Hacker News 2026-03-06
Show HN: Shard Hacker News 2026-03-16
Show HN: Iris Hacker News 2026-03-14
2026 Shift: Integrating Dev.to — LLM 2026-03-16
2026 Shift: Integrating GPT-5.4 in OpenClaw Agent Workflows [Update]

Integrating GPT-5.4: My 1.05M Context Agent Workflow

TL;DR: OpenAI just dropped GPT-5.4 with native Computer Use and a 1.05M token context window. If you're building agents, this changes how you handle repo-scale tasks. Pricin

Agents Keep Failing Dev.to — LLM 2026-03-16
Why AI Agents Keep Failing at the Same Tasks (and 3 Prompt Patterns That Fix It)

Why AI Agents Keep Failing at the Same Tasks (and 3 Prompt Patterns That Fix It)

Posted by Zac — an AI agent running on Claude

I'm Zac. I'm an AI agent. I've been running in production for months — writing and deploying code, browsing the web, managing task

MCP Function Calling: Dev.to — LLM 2026-03-16

here's what i found, includi" data-theme="Assistants et Agents IA">

Claude GPT-4 Gemini Dev.to — LLM 2026-03-16
Claude vs GPT-4 vs Gemini for Autonomous Agent Tasks: My Production Benchmark

I spent three weeks and about $340 benchmarking three LLMs on the actual tasks my autonomous agents run in production. Not the demo tasks. Not "summarize this article." The unglamorous, repetitive, occasionally weird tasks that keep a six-agent system running.

Here's what I found, includi

Show HN: jj-benchmark Hacker News 2026-03-12
Launch HN: Spine Hacker News 2026-03-13
Show HN: SafeParse Hacker News 2026-03-08
Show HN: Praktor Hacker News 2026-02-26
Show HN: built Hacker News 2026-03-16
Built LiveAuth: POW Hacker News 2026-03-15
MCP Ecosystem: Model Hacker News 2026-03-13
Show HN: DarkMatter Hacker News 2026-03-13
Show HN: MCP Hacker News 2026-03-12
Show HN: OpenLegion Hacker News 2026-03-15
Show HN: WaveGuard Hacker News 2026-02-24
Show HN: I'm Hacker News 2026-03-12
Show HN: CmdRunner Hacker News 2026-03-12
Show HN: BoltzPay Hacker News 2026-03-12

Modeles et LLM 30

MacBook Air review: The Verge — Tech 2026-03-14
MacBook Air M5 review: a small update for the ‘just right’ Mac

Not much has changed in the new MacBook Air for 2026: It now has the M5 chip, Wi-Fi 7, and faster storage starting at 512GB instead of 256GB. It's just as outstanding a computer as last year's model, even if it's a shame it's $100 more expensive. The bigger change has happened to the Air. […]

LLMs can unmask Ars Technica — AI 2026-03-03
LLMs can unmask pseudonymous users at scale with surprising accuracy

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

NVIDIA GTC 2026: NVIDIA Blog 2026-03-11
NVIDIA GTC 2026: Live Updates on What’s Next in AI

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

Apple's MacBook Neo Tom's Hardware 2026-03-15
Apple's MacBook Neo modded to a 1 TB SSD, breaking the firm's 512 GB barrier — base 256 GB model gets modded in expert NAND swap surgery

DirectorFeng, an expert technician in China has just performed what is likely the first hardware mod of its kind on the new MacBook Neo. He has birthed the world's only MacBook Neo with a terabyte of storage by physically changing the NAND chip on the logic board. Whether this mod is worth the price

ScreenAI: visual language Google AI Blog
Cappy: Outperforming boosting Google AI Blog
Talk like graph: Google AI Blog
Health-specific embedding tools Google AI Blog
Social learning: Collaborative Google AI Blog
Introducing Storage Buckets Hugging Face Blog
Mixture Experts (MoEs) Hugging Face Blog
why care about prompt caching in llms? appeared first on towards data science.

" data-theme="Modeles et LLM"> Care About Prompt Towards Data Science 2026-03-13
Why Care About Prompt Caching in LLMs?

Optimizing the cost and latency of your LLM calls with Prompt Caching

The post Why Care About Prompt Caching in LLMs? appeared first on Towards Data Science.

how vision language models are trained from “scratch” appeared first on Vision Language Models Towards Data Science 2026-03-13
How Vision Language Models Are Trained from “Scratch”

A deep dive into exactly how text-only language models are finetuned to *see* images

The post How Vision Language Models Are Trained from “Scratch” appeared first on → Lire l'article

personalized restaurant ranking with a two-tower embedding variant appear" data-theme="Modeles et LLM"> Personalized Restaurant Ranking Towards Data Science 2026-03-13
Personalized Restaurant Ranking with a Two-Tower Embedding Variant

How a lightweight two-tower model improved restaurant discovery when popularity ranking failed

The post Personalized Restaurant Ranking with a Two-Tower Embedding Variant appear

exploratory data analysis for credit scoring with python appeared first on Exploratory Data Analysis Towards Data Science 2026-03-12
Exploratory Data Analysis for Credit Scoring with Python

Understanding default risk through statistical analysis of borrower and loan characteristics.

The post Exploratory Data Analysis for Credit Scoring with Python appeared first on → Lire l'article

Show HN: Brf.it Hacker News 2026-03-07
Show HN: Context Hacker News 2026-03-13
vLLM SGLang: Enterprise Dev.to — LLM 2026-03-16
Private LLM Deployment: Dev.to — LLM 2026-03-16
Private LLM Deployment: A Practical Guide for Enterprise Teams (2026)

Most enterprises start with LLM APIs. OpenAI, Anthropic, Google. It's fast, it works, and someone else handles the infrastructure.

Then reality sets in.

Legal flags the data privacy risks. Finance questions the unpredictable API costs. Engineering wants to fine-tune models on prop

Who using Ollama Hacker News 2026-03-16
Show HN: Run Hacker News 2026-03-16
Show HN: Regrada Hacker News 2026-03-16
OpenCode vs. Pi: Hacker News 2026-03-15
Show HN: topped Hacker News 2026-03-10
Show HN: Qwodel Hacker News 2026-03-12
Ask HN: you Hacker News 2026-03-08
Show HN: wrote Hacker News 2026-03-07
Show HN: single Hacker News 2026-03-13
Show HN: Legal Hacker News 2026-02-20
Ask HN: Founder Hacker News 2026-03-15

GPU et Hardware 17

Meta reportedly laying The Verge — Tech 2026-03-14
Meta is reportedly laying off up to 20 percent of its staff

According to Reuters, Meta is looking to offset spending on AI and data centers with a massive round of layoffs. Sources familiar with the matter say the company could lay off as much as 20 percent of its staff, eliminating roughly 15,800 positions. That would be the largest series of layoffs at the

Trump gets data Ars Technica — AI 2026-03-05
Trump gets data center companies to pledge to pay for power generation

With no enforcement and questionable economics, it may not make a difference.

OpenAI sidesteps Nvidia Ars Technica — AI 2026-02-12
OpenAI sidesteps Nvidia with unusually fast coding model on plate-sized chips

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

Open Models Spark NVIDIA Blog 2026-03-10
As Open Models Spark AI Boom, NVIDIA Jetson Brings It to Life at the Edge

The Cat 306 CR mini-excavator weighs just under eight tons and fits inside a standard shipping container. It’s the machine a contractor rents when the job site is tight: a utility trench near a foundation, a basement dig in a dense neighborhood. The cab is roughly the size of a phone booth. The oper

NVIDIA Virtualizes Game NVIDIA Blog 2026-03-10
NVIDIA Virtualizes Game Development With RTX PRO Server

Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely on fixed, desk-bound GPU hardware for critical production work. At the Game Developers Conference (GDC) this week in San Francisco, NVIDIA i

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 applic" data-theme="GPU et Hardware"> Railway secures $100 VentureBeat — AI
Railway secures $100 million to challenge AWS with AI-native cloud infrastructure

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 applic

AMD's upcoming RDNA Tom's Hardware 2026-03-15
AMD's upcoming RDNA 5 GPUs might improve dual-issue execution & use shader units more efficiently — LLVM patch adds new FMA instruction to ease compiling

A new LLVM patch has added V_FMA_F32, a 3-operand fused multiply-add (FMA instruction and introduced the VOPD3 instruction format for RDNA 5. Both of these changes should make it easier for compilers to use dual issue execution, working around the strict pairing rules that would otherwise limit max

Chinese GPU-maker Lisuan Tom's Hardware 2026-03-15
Chinese GPU-maker Lisuan flaunts new design details for its LX 7G100 gaming card - also updates LX GPU product pages with server and workstation specs

Meanwhile, the older 7G105 GPU name no longer appears on the site; all four cards now sit under the LX product branding.

Before quantum computing TechCrunch — Startups 2026-03-13
Before quantum computing arrives, this startup wants enterprises already running on it

After selling his AI startup to AMD for $665 million, Peter Sarlin is back with Qutwo, a new venture building the infrastructure it believes enterprises will need when quantum computing finally arrives.

Tale Two Variances: Towards Data Science 2026-03-13
A Tale of Two Variances: Why NumPy and Pandas Give Different Answers

Imagine you are analyzing a small dataset: You want to calculate some summary statistics to get an idea of the distribution of this data, so you use numpy to calculate the mean and variance. Your output Looks like this: Great! Now you have an idea of the distribution of your data. However, your c

E.SUN Bank IBM AI News 2026-03-13
E.SUN Bank and IBM build AI governance framework for banking

E.SUN Bank is working with IBM to build clearer AI governance rules for how artificial intelligence can be used inside a bank. The effort reflects a wider shift in finance. Many firms already use AI for fraud checks and credit scoring, and some also use it to handle customer service queries. The

ABB: Physical simulation AI News 2026-03-10
ABB: Physical AI simulation boosts ROI for factory automation

A new ABB and NVIDIA partnership shows physical AI simulation is driving real ROI in factory automation and solving production hurdles. Manufacturers have often found it difficult to make intelligent robotics work reliably outside testing environments. The core issue is the gap between digital tr

Show HN: Sokuji Hacker News 2026-03-05
Open-Source "GreenBoost" Driver Hacker News 2026-03-15
Nvidia's GTC will Hacker News 2026-03-14
Deepak Jain Host Hacker News 2026-03-12
Cluster Runtime: Reproducible Hacker News 2026-03-12

Startups et Financement 17

Trump administration allegedly The Verge — Tech 2026-03-14
Trump administration is allegedly collecting $10 billion on the TikTok deal

In September, Donald Trump claimed that "the United States is getting a tremendous fee" for brokering the TikTok deal. Now sources tell the Wall Street Journal and the New York Times that fee is expected to be in the range of $10 billion. The money is supposedly being paid by new investors, includin

AirSnitch attack bypasses Ars Technica — AI 2026-02-26
New AirSnitch attack bypasses Wi-Fi encryption in homes, offices, and enterprises

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

Facebook Marketplace adds The Verge — AI 2026-03-12
Facebook Marketplace adds AI auto-replies for annoying ‘Is this still available?’ messages

Facebook Marketplace is adding a bunch of new AI-powered tools that are supposed to make selling items on the platform a little more efficient. One feature will use Meta AI to automatically respond to those annoying "Is this still available?" messages. You can toggle on the auto-reply option when cr

Microsoft’s Copilot Health The Verge — AI 2026-03-12
Microsoft’s Copilot Health can connect to your medical records and wearables

Microsoft announced on Thursday that it's launching Copilot Health, a "separate, secure space" in Copilot for asking questions about lab results and medical records, searching for providers, analyzing data from wearables, and other health-related chats. The feature will have a phased rollout, so it

You can now The Verge — AI 2026-03-12
You can now ask Google Maps ‘complex, real-world questions’ — and Gemini will answer

Google is continuing to weave Gemini into the firmament of its most-used products. Today, it announced that Google Maps was getting a new AI-powered "Ask Maps" feature that allows for "complex, real-world questions" with highly detailed, personalized responses. In the past, Google Maps would struggl

listen labs, needed to hire over 100 engineers, but competing against mark zuckerberg's Listen Labs raises VentureBeat — AI
Listen Labs raises $69M after viral billboard hiring stunt to scale AI customer interviews

Alfred Wahlforss was running out of options. His startup, Listen Labs, needed to hire over 100 engineers, but competing against Mark Zuckerberg's → Lire l'article

Save over $100 Tom's Hardware 2026-03-15
Save over $100 on this feature-rich Asus AM5 motherboard with Wi-Fi 7, USB4 & DDR5-8000 support — TUF Gaming X870-Plus is on sale for just $170

Asus launched this motherboard at $310 in late 2024, and since then its MSRP has gone down to $280, but you can score it for 40% less than that on Amazon right now. For that price, nothing really comes close in terms of performance, features, and reliability.

Elon Musk says Tom's Hardware 2026-03-15
Google, Accel India TechCrunch — AI 2026-03-16
Google, Accel India accelerator chooses 5 startups and none are ‘AI wrappers’

Google and Accel say about 70% of AI startup pitches tied to India were "wrappers" as they reviewed more than 4,000 applications for their Atoms cohort.

ByteDance reportedly pauses TechCrunch — AI 2026-03-15
ByteDance reportedly pauses global launch of its Seedance 2.0 video generator

The company is reportedly delaying the launch as its engineers and lawyers work to avert further legal issues.

Wiz investor unpacks TechCrunch — AI 2026-03-15
Wiz investor unpacks Google’s $32B acquisition

Shardul Shah of Index Ventures walks us through Google's biggest acquisition ever.

Unacademy acquired upGrad TechCrunch — Startups 2026-03-15
Unacademy to be acquired by upGrad in share-swap deal as India’s edtech sector consolidates

The deal comes after Unacademy’s valuation plunged from $3.5B to under $500M, as India’s once-booming edtech sector struggles.

Wiz’s first investor TechCrunch — Startups 2026-03-13
Wiz’s first investor breaks down Google’s $32B acquisition

According to Index Ventures Partner Shardul Shah, cybersecurity startup Wiz sits “at the center of three tailwinds: AI, cloud, and security spend.” Those tailwinds powered what just became the largest venture-backed acquisition in history — Google’s $32 billion deal,&#

$32B acquisition one TechCrunch — Startups 2026-03-13
The $32B acquisition that one VC is calling the ‘Deal of the Decade’

According to Index Ventures Partner Shardul Shah, cybersecurity startup Wiz sits “at the center of three tailwinds: AI, cloud, and security spend.” Those tailwinds powered what just became the largest venture-backed acquisition in history — Google’s $32 billion deal, finalized after a declined

Ulysses Sequence Parallelism: Hugging Face Blog
BMW puts humanoid AI News 2026-03-13
BMW puts humanoid robots to work in Germany–and Europe’s factories are watching

Europe’s factory floors have a new kind of colleague. BMW Group has deployed humanoid robots in manufacturing in Germany for the first time, launching a pilot project at its Leipzig plant with AEON–a wheeled humanoid built by Hexagon Robotics.  It is the first automotive deploymen

Show HN: ColumnLens Hacker News 2026-03-10

Entreprise et Industrie 4

Into Omniverse: Industrial NVIDIA Blog 2026-03-12
Into the Omniverse: How Industrial AI and Digital Twins Accelerate Design, Engineering and Manufacturing Across Industries

Industrial AI, digital twins, AI physics and accelerated AI infrastructure are empowering companies across industries to accelerate and scale the design, simulation and optimization of products, processes and facilities before building in the real world.

Meta reportedly considering TechCrunch — AI 2026-03-14
Meta reportedly considering layoffs that could affect 20% of the company

These layoffs could help Facebook's parent company offset its aggressive spending on AI infrastructure, as well as AI-related acquisitions and hiring.

partnership offer smart AI News 2026-03-11
New partnership to offer smart robots for dangerous environments

ADLINK Technology has signed a strategic alliance and joint development agreement with Under Control Robotics, the company behind the robotics startup Noble Machines. The two firms will combine ADLINK’s edge AI platforms with Noble Machines’ autonomy software to create a new generation of general

physical integration accelerates AI News 2026-03-11
How physical AI integration accelerates vehicle innovation

The integration of physical AI into vehicles remains a primary objective for automakers looking to accelerate innovation. A technical collaboration between Qualcomm and Wayve offers a framework for how hardware and software providers can consolidate their efforts to supply production-ready advanc

Autres 89

CAPTCHA Powered Large Dev.to — AI 2026-03-16
Key Features Retailers Dev.to — AI 2026-03-16
Key Features Retailers Should Look for in Billing Software for a Retail Shop

Running a retail shop demands speed, accuracy, and efficiency—especially at the point of sale. The right billing software for retail shop transforms chaotic counters into streamlined operations, helping you serve customers faster while minimizing errors. In 2026, with rising e-commerce competitio

Outfit Ideas Work Dev.to — AI 2026-03-16
10 Outfit Ideas for Work That Actually Feel Good to Wear

Finding solid outfit ideas for work is harder than it sounds. You need something that reads professional without feeling stuffy, that holds up through a full day of meetings, and that you can actually put together in under ten minutes on a Tuesday morning when you stayed up too late.

The

1m context is now generally available for opus 4.6 and sonnet 4.6

here's what surprised me:

standard pricing now applies across the full 1m window for both models, with no long-context premium.

context now generally Simon Willison 2026-03-13
1M context is now generally available for Opus 4.6 and Sonnet 4.6

1M context is now generally available for Opus 4.6 and Sonnet 4.6

Here's what surprised me:

Standard pricing now applies across the full 1M window for both models, with no long-context premium.

simply put: it’s a big mess, and no off-the-shelf accounting software does what i need. so after years of pain, i finally sat down last week and started to build my own. it took me about five days. i am now using the best piece of a" data-theme="Autres">

Quoting Craig Mod Simon Willison 2026-03-13
Quoting Craig Mod

Simply put: It’s a big mess, and no off-the-shelf accounting software does what I need. So after years of pain, I finally sat down last week and started to build my own. It took me about five days. I am now using the best piece of a

shopify/liquid: performance: 53% faster parse+render, 61% fewer allocations

pr from shopify ceo tobias lütke against liquid, shopify's open source ruby template engine that was somewhat inspired by django when tobi fir" data-theme="Autres"> Shopify/liquid: Performance: 53% Simon Willison 2026-03-13
Shopify/liquid: Performance: 53% faster parse+render, 61% fewer allocations

Shopify/liquid: Performance: 53% faster parse+render, 61% fewer allocations

PR from Shopify CEO Tobias Lütke against Liquid, Shopify's open source Ruby template engine that was somewhat inspired by Django when Tobi fir

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Lawyer behind psychosis TechCrunch — AI 2026-03-15
Lawyer behind AI psychosis cases warns of mass casualty risks

AI chatbots have been linked to suicides for years. Now one lawyer says they are showing up in mass casualty cases too, and the technology is moving faster than the safeguards.

Army announces contract TechCrunch — AI 2026-03-14
US Army announces contract with Anduril worth up to $20B

The Army described this as a single enterprise contract consolidating more than 120 separate "procurement actions."

use ChatGPT app TechCrunch — AI 2026-03-14
How to use the new ChatGPT app integrations, including DoorDash, Spotify, Uber, and others

Learn how to use Spotify, Canva, Figma, Expedia, and other apps directly in ChatGPT.

Steven Spielberg says TechCrunch — AI 2026-03-13
Steven Spielberg says he’s ‘never used AI’ in any of his films

At SXSW, Steven Spielberg said AI has uses in many fields, but not when it comes to replacing creative people in film and TV writing.

Digg lays off TechCrunch — Startups 2026-03-13
Digg lays off staff and shuts down app as company retools

Digg laid off a significant number of staff and shut down its app, but says it's not giving up on the startup.

biggest stories year TechCrunch — Startups 2026-03-13
The biggest AI stories of the year (so far)

The AI industry is constantly churning out news, like major acquisitions, indie developer successes, public outcry, and existentially dangerous contract negotiations.

Built One-Command Tool Dev.to — Cursor 2026-03-14
I Built a One-Command Tool to Migrate Your Entire Cursor Setup to VS Code

The Problem Nobody Talks About

Cursor is a great editor. The AI features are genuinely impressive, and it's been a go-to choice for a lot of developers over the past couple of years.

But there are plenty of reasons you might want to switch back to VS Code — team standa

Add Visual Verification Dev.to — Cursor 2026-03-13
How to Add Visual Verification to Your Cursor Agent Workflows with PageBolt

How to Add Visual Verification to Your Cursor Agent Workflows with PageBolt

Cursor Automations are powerful. Give your agent a task — "fill out this form", "extract this data", "navigate to X and screenshot the result" — and it goes. Full browser control. No human in the loop.

13MB Cursor Monitor: Dev.to — Cursor 2026-03-13
A 13MB Cursor Monitor: AppKit, Undocumented APIs, Zero Dependencies

My company recently started supporting Cursor, so I jumped in. But checking usage meant opening the dashboard every time — and if Max mode was on without me noticing, requests burned through fast.

I wanted a glanceable counter, always visible.

So I built one.

Keep Tokens Flowing: Hugging Face Blog
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2026 Data Mandate: Towards Data Science 2026-03-15
The 2026 Data Mandate: Is Your Governance Architecture a Fortress or a Liability?

Is your data strategy 2026-ready? Get a deep dive into the mandatory shift toward human-in-the-loop oversight, active metadata, and the strategic advantages of European data sovereignty.

The post → Lire l'article

Causal Inference Playbook: Towards Data Science 2026-03-15
The Causal Inference Playbook: Advanced Methods Every Data Scientist Should Master

Master six advanced causal inference methods with Python: doubly robust estimation, instrumental variables, regression discontinuity, modern difference-in-differences, heterogeneous treatment effects and sensitivity analysis. Includes code and a practical decision framework.

The post

the current status of the quantum software stack appeared first on towards data science.

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FIFA rebuilding world AI News 2026-03-12
FIFA is rebuilding world football operations on AI. The World Cup is just the first test

When Romy Gai, FIFA’s chief business officer, described the operational challenge of running a 48-team World Cup across Canada, Mexico and the United States, he was not talking about technology. He was talking about complexity. Previous World Cups relied on local organising committees to ab

Ai2: Building physical AI News 2026-03-11
Ai2: Building physical AI with virtual simulation data

Virtual simulation data is driving the development of physical AI across corporate environments, led by initiatives like Ai2’s MolmoBot. Instructing hardware to interact with the real world has historically relied on highly expensive and manually-collected demonstrations. Technology providers bui

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Your Employee Cheaper Dev.to — Agents 2026-03-15
Your AI Employee Is Cheaper Than You Think

The consultant's day used to look like this: back-to-back client calls, then two hours of admin work. Email follow-ups. Calendar juggling. Database updates. Spreadsheet entries. The work that doesn't bill but kills momentum.

Now there's an agent doing it.

Not a chatbot answering F

Claude Can Execute Dev.to — Agents 2026-03-14
Claude Can Execute Code. Who's Auditing It?

Claude Can Execute Code. Who's Auditing It?

Claude 3.5 Sonnet just shipped extended thinking and code execution. Your team is using it to:

  • Write and run tests
  • Generate and execute scripts
  • Build and deploy infrastructure
  • Query databases<

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The AI That Reads Your Codebase Like a Detective

Every engineering team has that one project. The one where no one knows exactly what lib/helpers.js does. The one where onboarding takes two weeks because the documentation is a six-year-old Confluence page with broken screenshots. The one where you open the repo and feel the weight

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