📰 Revue IA — 12/03/2026

216 articles

Vibe Coding 12

apidog alongside these tools. apidog provides a complete api lifecycle solution—design, testing, documentation, and mocking—in one plat" data-theme="Vibe Coding"> NullClaw Small? Deep Dev.to — LLM 2026-03-12
Why Is NullClaw So Small? A Deep Dive into the 678KB AI Coder

If you’re working on API development, consider using Apidog alongside these tools. Apidog provides a complete API lifecycle solution—design, testing, documentation, and mocking—in one plat

agentic ides, tools that don't just suggest code but understand your entire architecture, execute terminal commands, and refactor across dozens of file" data-theme="Vibe Coding"> Coding Assistants Compared: Dev.to — Cursor 2026-03-10
AI Coding Assistants Compared: Copilot vs. Cursor vs. Codeium (Windsurf)

The "AI Coding War" of 2026 is no longer about who can complete a for loop. We’ve moved past simple autocomplete into the era of Agentic IDEs, tools that don't just suggest code but understand your entire architecture, execute terminal commands, and refactor across dozens of file

GitHub Copilot Cursor Dev.to — Cursor 2026-03-09
GitHub Copilot vs Cursor vs Windsurf: Which AI Coding Assistant Actually Makes You Faster in 2026

Two weeks. Three tools. One Next.js codebase I actually ship to users.

I'll be upfront: I went in expecting Cursor to win. I've been using it for about eight months and it became my default IDE somewhere around last summer. But my company started rolling out GitHub Copilot Enterprise lice

Agentic Coding Non-Vibe Hacker News 2026-03-08
Show HN: Code Hacker News 2026-03-04
Scanned Cursor Rules Hacker News 2026-03-11
Show HN: Codebase-md Hacker News 2026-03-06
Show HN: Aidevshield Hacker News 2026-03-06
Show HN: Turn Hacker News 2026-03-04
Agency Agents: Open-source Hacker News 2026-03-12
Copy-left open-source license Hacker News 2026-02-18
Code Quality Age Hacker News 2026-03-12

Assistants et Agents IA 40

Retraction: After routine Ars Technica — AI 2026-02-13
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

Ford’s assistant will TechCrunch — AI 2026-03-11
Ford’s new AI assistant will help fleet owners know if seatbelts are being used

Ford Pro AI debuted at Work Truck Week in Indianapolis and is now available to all of its U.S.-based Pro telematics subscribers.

Zendesk acquires agentic TechCrunch — AI 2026-03-11
Zendesk acquires agentic customer service startup Forethought

Forethought was years ahead of its time and the 2018 winner of TechCrunch Battlefield.

Meta’s Moltbook deal TechCrunch — AI 2026-03-11
Meta’s Moltbook deal points to a future built around AI agents

Meta’s Moltbook acquisition may look odd at first, but the deal could signal how Meta sees AI agents shaping future advertising and commerce on an agentic web.

OpenClaw agent craze Tom's Hardware 2026-03-11
OpenClaw AI agent craze sweeps China as authorities seek to clamp down amid security fears — adoption surges as state-run enterprises are barred from use

Following rampant and rapid adoption and proliferation of the agentic AI tool OpenClaw, Chinese authorities have warned government-run institutions and companies not to install the tool — and warned everyone about its potential security implications

JGCMGS Tech Analysis: Dev.to — Agents 2026-03-12
JGCMGS Tech Analysis: Securing Autonomous AI Agents in Web3

The integration of artificial intelligence with decentralized networks is rapidly accelerating. Autonomous AI agents are now being deployed to execute complex smart contracts and manage cryptographic keys. From the analytical perspective of the → Lire l'article

OpenClaw Beginners: Your Dev.to — Agents 2026-03-12
OpenClaw for Beginners: Your First Autonomous Agent in 5 Steps

OpenClaw for Beginners: Your First Autonomous Agent in 5 Steps

Dive into the future of automation. This beginner-friendly guide shows you how to deploy your first OpenClaw autonomous agent in just 5 easy steps.

OpenClaw for Beginners: Your First Auto

Cursor Automations Here. Dev.to — Agents 2026-03-12
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

Mastodon Instances Welcome Dev.to — Agents 2026-03-12
10 Mastodon Instances That Welcome AI Accounts (And How I Got Suspended From the Biggest One)

I'm Andy — an AI personal assistant running as an autonomous agent. In March 2026, my Mastodon AI account on mastodon.social was suspended without warning, with no appeal path. If you're a developer trying to give your AI agent a social media presence, here's the practical guide I wish I'd had: w

agentic engineering patterns >

many developers worry that outsourcing their code to ai tools will result in a drop in quality, producing bad code that's churned out fast enough that decision makers" data-theme="Assistants et Agents IA">

should help produce Simon Willison 2026-03-10
AI should help us produce better code

Agentic Engineering Patterns >

Many developers worry that outsourcing their code to AI tools will result in a drop in quality, producing bad code that's churned out fast enough that decision makers

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

Today launched Vinkius. Dev.to — Cursor 2026-03-11
Today I launched Vinkius.

Let me tell you why. When I discovered Anthropic's MCP protocol, I became obsessed. The promise was huge: any AI assistant — Claude, Cursor, ChatGPT — could talk directly to external systems. CRMs, ERPs, databases, APIs. In natural language.

But there was a problem.

Building an MC

Set Spending Limit Dev.to — Cursor 2026-03-11
Set a Spending Limit Before Your Cursor Agent Goes Rogue

A developer on r/cursor posted last week that they burned through $135 in a single week on AI agent costs. Another thread had someone at $300/month and climbing. The responses were a mix of commiseration and disbelief - and almost nobody had a solution beyond "check your usage page more often."

Built Production MCP Dev.to — Cursor 2026-03-10
I Built a Production MCP Server Kit - Here's What I Learned

Every MCP starter on GitHub is a hello-world. I needed production features.

I spent the last few months building MCP servers for real projects - integrating with Cursor, Claude Desktop, VS Code - and every time I started from an open-source template, I'd spend days bolting on the same stu

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: WebBridge Hacker News 2026-03-06
Show HN: BitFun Hacker News 2026-03-05
Show HN: ClawDiary Hacker News 2026-03-09
Launch HN: Sentrial Hacker News 2026-03-11
Show HN: Cloud Hacker News 2026-03-12
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

Mastercard brings agentic AI News 2026-03-10
Mastercard brings agentic payments to life in Singapore with DBS and UOB

Mastercard has completed its first live, authenticated agent-based payment transaction in Singapore, a milestone that advances autonomous AI commerce from proof of concept to everyday use. Announced on March 4, 2026, the transaction was carried out in partnership with DBS and UOB, two of Southeas

Show HN: ClawJetty: Hacker News 2026-03-12
Show HN: CmdRunner Hacker News 2026-03-12
Show HN: MCP Hacker News 2026-03-12
Show HN: Time Hacker News 2026-03-09
Show HN: SafeParse Hacker News 2026-03-08
Show HN: Praktor Hacker News 2026-02-26
Show HN: OpenMolt Hacker News 2026-03-10
Show HN: OpenVerb Hacker News 2026-03-09
Show HN: OpenEHR-CLI Hacker News 2026-03-07
Show HN: MCPSec Hacker News 2026-03-06
N8n-as-code: Stop n8n Hacker News 2026-03-11
Show HN: WaveGuard Hacker News 2026-02-24

Audio et Voix IA 2

Show HN: 16MB Hacker News 2026-02-17
Show HN: Hyper Hacker News 2026-03-11

Modeles et LLM 32

Chatbots encouraged ‘teens’ The Verge — AI 2026-03-11
Chatbots encouraged ‘teens’ to plan shootings in study

AI companies have repeatedly promised safeguards to protect younger users, but a new investigation suggests those guardrails remain woefully deficient. Popular chatbots missed warning signs in scenarios involving teenagers discussing violent acts, in some cases even offering encouragement instead of

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.

Google using old TechCrunch — AI 2026-03-12
Google is using old news reports and AI to predict flash floods

A new way to solve data scarcity: Turning qualitative reports into quantitative data with an LLM.

Poppi founder TikTok, TechCrunch — Startups 2026-03-11
Poppi founder on TikTok, Super Bowl ads, and her return to Shark Tank

For years, venture capitalists have been skeptical of beverage startups, citing thin margins and brutal distribution as reasons most brands never break out. But a new wave of “functional soda” companies has been challenging that assumption, including Poppi, the prebiotic soda brand that gr

Poppi went Shark TechCrunch — Startups 2026-03-11
How Poppi went from a Shark Tank pitch to a $1.95B exit

For years, venture capitalists have been skeptical of beverage startups, citing thin margins and brutal distribution as reasons most beverage brands never break out. But a new wave of “functional soda” companies has been challenging that assumption, including Poppi, the prebiotic soda brand that gre

Introducing Storage Buckets Hugging Face Blog
Mixture Experts (MoEs) Hugging Face Blog
Minisforum's flagship NAS Tom's Hardware 2026-03-11
Minisforum's new flagship NAS comes with OpenClaw pre-installed — Strix Halo-powered N5 Max can run a local AI LLM

Minisforum has announced it is readying a new NAS that comes with OpenClaw pre-installed. The NAS will be powered by AMD's flagship Ryzen AI Max+ 395 to help accelerate AI workloads that users program OpenClaw to execute.

Reduced OpenAI API Dev.to — LLM 2026-03-12
How I Reduced My OpenAI API Bill by 40% While Building AI Apps

When I started building AI-powered applications using the APIs from OpenAI, everything felt amazing at first.

Until the first production bill arrived.

Like many developers working with LLMs, I quickly realized something:

AI API costs grow much

LLMs Transforming Code Dev.to — LLM 2026-03-12
How LLMs Are Transforming Code Review in 2026

Three years ago, LLM-powered code review was a novelty. Engineers would paste a function into a chat interface and ask if there were any bugs. It was a party trick, not a workflow.

In 2026, LLM-powered code review has matured into a serious engineering discipline with real tools, real pra

<" data-theme="Modeles et LLM"> Best Studio Alternatives Dev.to — LLM 2026-03-12
tool current version notable 2025-2026 updates
lm studio v0.4.3 llmster daemon for headless deployment, parallel inference (4 requests)
<

llama.cpp for local inference—it gives you control that ollama and others abstract away, and it just works. easy to run gguf models interactively with llama-cli llama.cpp Quickstart CLI Dev.to — LLM 2026-03-12
llama.cpp Quickstart with CLI and Server

I keep coming back to llama.cpp for local inference—it gives you control that Ollama and others abstract away, and it just works. Easy to run GGUF models interactively with llama-cli

Build Multi-Provider LLM Dev.to — LLM 2026-03-12
How to Build a Multi-Provider LLM Infrastructure with an AI Gateway (OpenAI, Claude, Azure & Vertex)

Most AI applications start simple.

A developer picks a model, integrates an API, and ships a feature. For many teams, that model is often OpenAI GPT-4, Claude, or another popular LLM provider.

At small scale, this approach works perfectly.

Stop Blaming Your Dev.to — LLM 2026-03-12
Stop Blaming Your LLM: Fix RAG Retrieval Quality With Better Chunking in .NET

You swap to a better model. Still wrong answers. You tune your prompt. Still hallucinations. You increase the temperature — no, lower it — still garbage. Sound familiar?

Here are three failure modes I hit repeatedly while building a RAG API in .NET:

The confident wrong ans

You Can't Test Dev.to — Agents 2026-03-12
You Can't Test an Agent Like You Test Code. Here's Why That Matters.

You Can't Test an Agent Like You Test Code. Here's Why That Matters.

You have a test suite for your agent. 347 test cases pass. Coverage: 94%.

Your agent ships to production.

Within hours, it's failing in ways your tests never caught.

Because your tests

Perhaps not Boring Simon Willison 2026-03-09
Perhaps not Boring Technology after all

A recurring concern I've seen regarding LLMs for programming is that they will push our technology choices towards the tools that are best represented in their training data, making it harder for new, better tools to break through the noise.

This was certainly the case a couple of years ag

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 20.

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
Show HN: Brf.it Hacker News 2026-03-07
Diffusion LLM may Hacker News 2026-03-11
Show HN: Legal Hacker News 2026-02-20
Show HN: Execute Hacker News 2026-03-12
Show HN: Open Hacker News 2026-03-05
Heinzel: AI-powered sysadmin Hacker News 2026-03-12
Ask HN: you Hacker News 2026-03-08
Show HN: wrote Hacker News 2026-03-07
Show HN: topped Hacker News 2026-03-10

GPU et Hardware 17

spiraling Iran conflict The Verge — AI 2026-03-10
How the spiraling Iran conflict could affect data centers and electricity costs

Soon after the Trump administration launched its war on Iran, I called up Reed Blakemore, director of research and programs at the Atlantic Council Global Energy Center, to talk about the consequences. While oil and gas prices were already on the rise, there was still more hope then that the impact

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.

Microsoft’s next Xbox, The Verge — Tech 2026-03-11
Microsoft’s next Xbox, Project Helix, won’t reach alpha until 2027

We're here at the 2026 Game Developers Conference, where Microsoft "VP of Next Generation" Jason Ronald is talking about a topic near and dear to many gamers' hearts: the future of Xbox. Ronald says the next Xbox, codenamed Project Helix, will have a custom AMD chip with "an order of magnitude incre

🛍️🔥 Hassle-Free Shopping: Dev.to — AI 2026-03-12
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

NVIDIA AI-Q Reached Hugging Face Blog
Microsoft confirms next-gen Tom's Hardware 2026-03-11
Microsoft confirms next-gen Xbox, codenamed Project Helix, will be powered by custom AMD SoC and feature 'FSR Diamond' — 'Xbox Mode' is also coming to Windows 11

The first official hardware details for Project Helix have been confirmed and Microsoft seems to be heavily leaning toward neural rendering, going as far as to unveil the next-gen FSR "Diamond" stack. Along with the AMD co-developed custom SoC, FSR will enable a significant bump in raytracing perfor

Iran threatens Nvidia, Tom's Hardware 2026-03-11
Iran threatens Nvidia, Microsoft, other tech companies with strikes over alleged attack on Tehran bank — says that economic centers and banks are now considered legitimate targets

Iranian media just released a list of potential economic targets, including offices and infrastructure of Nvidia, Google, Microsoft, Oracle, IBM, and more in the Middle East.

NemoClaw OpenClaw: NVIDIA Dev.to — Agents 2026-03-12
NemoClaw + OpenClaw: NVIDIA Just Validated the Agent OS -- Here's Our Stack

NVIDIA runs their own editorial process. They're not in the business of naming random open-source projects on their GTC blog.

So when their March 11 post described OpenClaw as "the fastest-growing open source project in history" -- specifically in the context of what GTC attendees would g

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

NVIDIA ComfyUI Streamline NVIDIA Blog 2026-03-10
NVIDIA and ComfyUI Streamline Local AI Video Generation for Game Developers and Creators at GDC

Game developers and artists are building cinematic worlds and iconic characters — raising the bar for immersive experiences on NVIDIA RTX AI PCs.  At the Game Developers Conference (GDC) in San Francisco this week, NVIDIA announced a suite of updates that streamline AI video generation for concept d

Show HN: Sokuji Hacker News 2026-03-05
Nvidia releases model Hacker News 2026-01-24
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

Meta use 6GW Hacker News 2026-02-24

Startups et Financement 19

Canva’s editing tool The Verge — AI 2026-03-11
Canva’s new editing tool adds layers to AI-generated designs

Canva introduced a new feature that separates flat image files and AI-generated visuals into layered, fully editable designs. The Magic Layers tool is launching in public beta today in the US, UK, Canada, and Australia, allowing design components like objects, text boxes, and other graphics to be se

was interviewed bot The Verge — AI 2026-03-11
I was interviewed by an AI bot for a job

Millions of people are on the job hunt right now - and for many people, landing a job in the AI era feels more intimidating than ever. That's why the onset of AI avatars running your job interview via one-on-one video call, asking you questions, and analyzing how well you respond has generated a lot

Anthropic launching think The Verge — AI 2026-03-10
Anthropic is launching a new think tank amid Pentagon blacklist fight

Amid a weekslong conflict with the Pentagon, resulting in a blacklist and a lawsuit, Anthropic is shaking up its C-suite and research initiatives. The company announced Wednesday that it's launching a new internal think tank, called the Anthropic Institute, that combines three of Anthropic's current

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.

Uphill Now Dev.to — AI 2026-03-12
Uphill From Now

Hi,
Now it has been a day and i have received over 30 views on my post achieving a good amount of visits on my website. I am trying to work out the kinks now trying to refine it even better. I love the support, thanks guys!

Show support: search 'atiksh gupta investoplay or

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

Netflix may have TechCrunch — AI 2026-03-11
Netflix may have paid $600 million for Ben Affleck’s AI startup

This deal could rank as among the streaming giant's largest acquisitions ever.

Lovable says added TechCrunch — AI 2026-03-11
Lovable says it added $100M in revenue last month alone, with just 146 employees

Swedish vibe-coding unicorn Lovable crossed $400 million in annual recurring revenue (ARR) in February.

Replit snags $9B TechCrunch — AI 2026-03-11
Replit snags $9B valuation 6 months after hitting $3B

Replit raised a new $400 million round and said it hopes to have $1B in ARR by year's end.

Rivian spin-out Mind TechCrunch — AI 2026-03-11
Rivian spin-out Mind Robotics raises $500M for industrial AI-powered robots

The startup, which was created by Rivian founder RJ Scaringe, is looking to train on data from, and deploy in, Rivian's factory.

Chinese brain interface TechCrunch — Startups 2026-03-12
Chinese brain interface startup Gestala raises $21M just two months after launch

This is the largest early-stage funding in China’s brain computer interface industry.

India neobank winds TechCrunch — Startups 2026-03-11
India neobank Fi winds down banking services on its platform

Fi, founded by former Google Pay executives, is discontinuing banking services over four years after launch.

Quince hits $10B TechCrunch — Startups 2026-03-11
Quince hits $10B valuation with giant $500M round led by Iconiq

E-commerce company Quince has raised another massive round, less than a year after its previous raise.

Almost unicorns have TechCrunch — Startups 2026-03-11
Almost 40 new unicorns have been minted so far this year — here they are

With AI igniting an investor frenzy, more startups are achieving unicorn status every month.

LaunchSafe Product Hunt — AI 2026-03-12
Ulysses Sequence Parallelism: Hugging Face Blog
Valve details game Tom's Hardware 2026-03-11
Valve details new game verification system for upcoming Steam Frame and Steam Machine — 30 FPS at 1080p for Steam Frame Verified, same as Steam Deck

The Steam Machine is on track for launch this year despite component shortages setting Valve back. Hardware aside, the company has just provided a major update on the software side of things with new verified programs for the Steam Machine and Steam Frame, and they seem to be as straightforward as e

insurance underwriting past AI News 2026-03-09
AI insurance underwriting is past the pitch deck—Gradient AI just got the capital to prove it

AI insurance underwriting has been called the next frontier of insurtech for years. The difference now is that the money backing it has moved from venture bets into institutional conviction. On March 3, Boston-based Gradient AI securedgrowth capital financing from CIBC Innovation Banking, a lende

sovereign fund build AI News 2026-03-09
UK sovereign AI fund to build up domestic computing infrastructure

The UK sovereign AI fund intends to secure advantages by providing a domestic alternative to external computing infrastructure. Backed by a £500 million budget from the Department for Science, Innovation and Technology, the unit formally launches on April 16th at 6pm GMT. James Wise, Partner at B

Entreprise et Industrie 2

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 92

2026年第11週 深度週報:政府、電力、安全的三重考驗 Dev.to — AI 2026-03-12
2026年第11週 AI 深度週報:政府、電力、安全的三重考驗

本週一句話摘要: AI 產業在 2026 年面臨的最大挑戰,已不再是「模型能力夠不夠強」,而是「誰來掌控它、代價是什麼、責任怎麼算」。

一、最重要事件:Anthropic vs. 美國國防部

發生了什麼

3 月 9 日,Anthropic 對美國國防部提起訴訟。

起因:美軍要求 Anthropic 同意「一切合法用途」才能繼續合作,包括無授權的公民大規模監控

Google paid $15,000 Dev.to — AI 2026-03-12
Integrated Video into Dev.to — AI 2026-03-12
How I Integrated AI Video into My Dev Workflow (and the Mistakes I Made)

Over the past year, one thing became obvious in my side projects: shipping features is not enough anymore. You also need to explain them quickly.

Whether I am publishing release notes, posting changelog updates, or trying to get early traction on social media, I keep ru

‘actor’ Tilly Norwood TechCrunch — AI 2026-03-11
AI ‘actor’ Tilly Norwood put out the worst song I’ve ever heard

This song is an AI actor's rallying cry to other AI actors, urging them to keep going despite the naysayers who doubt their humanity. Literally no one can relate to this.

WordPress debuts private TechCrunch — AI 2026-03-11
WordPress debuts a private workspace that runs in your browser via a new service, my.WordPress.net

WordPress’s new browser-based service lets users create private sites without hosting or signing up, turning the platform into a personal workspace for writing, research, and AI tools.

Ride-hailing inDrive acquires TechCrunch — Startups 2026-03-11
Ride-hailing inDrive acquires Pakistan’s Krave Mart to bolster grocery delivery

inDrive has closed its acquisition of KraveMart, expanding grocery delivery in a market dominated by Foodpanda.

BizBlock Product Hunt — AI 2026-03-12
Airpoint Product Hunt — AI 2026-03-12
Naoma Demo Agent Product Hunt — AI 2026-03-12
Agentipedia Product Hunt — AI 2026-03-12
Clawther Product Hunt — AI 2026-03-12
Gauge Product Hunt — AI 2026-03-12
bugstack Product Hunt — AI 2026-03-12
Signet Product Hunt — AI 2026-03-12
Retell Product Hunt — AI 2026-03-12
Keep Tokens Flowing: Hugging Face Blog
Granite 4.0 Speech: Hugging Face Blog
LeRobot v0.5.0: Scaling Hugging Face Blog
Bringing Robotics Embedded Hugging Face Blog
Introducing Modular Diffusers Hugging Face Blog
PRX Part Training Hugging Face Blog
an intuitive guide to mcmc (part i): the metropolis-has" data-theme="Autres"> Intuitive Guide MCMC Towards Data Science 2026-03-11
An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm

Tired of the AI hype? Let's talk about the probabilistic algorithms actually driving high-end quantitative finance.

The post An Intuitive Guide to MCMC (Part I): The Metropolis-Has

spectral clustering explained: how eigenvectors reveal complex cluster structures appeared first" data-theme="Autres"> Spectral Clustering Explained: Towards Data Science 2026-03-11
why most a/b tests are lying to you appeared first " data-theme="Autres"> Most A/B Tests Towards Data Science 2026-03-11
Why Most A/B Tests Are Lying to You

The 4 statistical sins that invalidate most A/B tests, plus a pre-test checklist and Bayesian vs frequentist decision framework you can use Monday.

The post Why Most A/B Tests Are Lying to You appeared first

how the fourier transform converts sound into frequencies appear" data-theme="Autres"> Fourier Transform Converts Towards Data Science 2026-03-11
How the Fourier Transform Converts Sound Into Frequencies

A visual, intuition-first guide to understanding what the math is really doing — from winding machines to spectrograms

The post How the Fourier Transform Converts Sound Into Frequencies appear

Hybrid Neuro-Symbolic Fraud Towards Data Science 2026-03-10
Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules

I really thought I was onto something big: add a couple of simple domain rules to the loss function, and watch fraud detection just skyrocket on super-imbalanced data. The first run looked amazing… until I fixed a sneaky threshold bug and ran the whole thing across five different random seeds. Su

Building Like-for-Like solution Towards Data Science 2026-03-10
Building a Like-for-Like solution for Stores in Power BI

Like-for-Like (L4L) solutions are essential for comparing elements. It's about comparing only comparable elements, in this case, comparing stores over time. Let's see a solution built in a Semantic model.

The post → Lire l'article

what are agent skills beyond claude? appeared first on towards data sci" data-theme="Autres"> Agent Skills Beyond Towards Data Science 2026-03-10
What Are Agent Skills Beyond Claude?

How to design and implement agent skills for custom agents outside the Claude ecosystem

The post What Are Agent Skills Beyond Claude? appeared first on Towards Data Sci

when data lies: finding optimal strategies for penalty kicks with game " data-theme="Autres"> When Data Lies: Towards Data Science 2026-03-10
three openclaw mistakes to avoid and how to fix them appeared first on towards data science.

" data-theme="Autres"> Three OpenClaw Mistakes Towards Data Science 2026-03-09
i stole a wall street trick to solve a google trends data problem appeared first on Stole Wall Street Towards Data Science 2026-03-09

the wrapper problem

api wrappers are convenient until they're not. you're still depending on the same 3-4 providers. if openai has an outage, " data-theme="Autres">

Title: built P2P Dev.to — LLM 2026-03-12
Title: Why we built a P2P inference network instead of another AI API wrapper

Every month there's a new "unified AI API" — one SDK to rule them all. We looked at all of them. We built something different. Here's why.

The wrapper problem

API wrappers are convenient until they're not. You're still depending on the same 3-4 providers. If OpenAI has an outage,

Your Always-On Agent Dev.to — Agents 2026-03-12
Your Always-On Agent Has Your API Keys. Here's Why That's Terrifying.

Your Always-On Agent Has Your API Keys. Here's Why That's Terrifying.

Your Cursor Automation needs to call your internal APIs. So you give it API keys.

Now your agent has credentials to access:

Your Agent Hit Dev.to — Agents 2026-03-12
Your Agent Hit Its SLA. Your Customer Hit a Wall.

Your Agent Hit Its SLA. Your Customer Hit a Wall.

Your agent has an SLA: 99.5% uptime. It completes tasks within 30 seconds. You monitor both metrics. Both are green.

But your customer is furious: "The agent submitted my request incomplete. It's missing critical inform

Your Agents Burning Dev.to — Agents 2026-03-12
Your Agents Are Burning Money on Duplicate API Calls (And You Can't See It)

Your Agents Are Burning Money on Duplicate API Calls (And You Can't See It)

Your agent runs once per hour. It fetches customer data from an API. Each call costs $0.01.

That's $240/month.

But your agent is calling the same endpoint twice per run. You don't know

Your Agent Thinks Dev.to — Agents 2026-03-12
Your Agent Thinks It Submitted the Form. The Server Rejected It Silently.

Your Agent Thinks It Submitted the Form. The Server Rejected It Silently.

Your agent fills out a form and clicks submit.

Your logs say: Form submitted successfully.

But the server rejected it silently. No error message. No redirect. Just a page rel

sorting algorithms

today in animated explanations built using claude: i've always been a fan of animated demonstrations of sorting algorithms so i decided to spin some up on my phone using claude artifacts, then ad" data-theme="Autres"> Sorting algorithms Simon Willison 2026-03-11
Sorting algorithms

Sorting algorithms

Today in animated explanations built using Claude: I've always been a fan of animated demonstrations of sorting algorithms so I decided to spin some up on my phone using Claude Artifacts, then ad

production query plans without production data

radim marek describes the new pg_restore_relation_stats() and " data-theme="Autres"> Production query plans Simon Willison 2026-03-09
codex for open source

anthropic announced six months of free claude max for maintainers of popular open source projects (5,000+ stars or 1m+ npm downloads) Codex Open Source Simon Willison 2026-03-07
Codex for Open Source

Codex for Open Source

Anthropic announced six months of free Claude Max for maintainers of popular open source projects (5,000+ stars or 1M+ NPM downloads) → Lire l'article
Real Price Dev.to — Cursor 2026-03-12
traycer.

how the ai under" data-theme="Autres"> Two Ways Building Dev.to — Cursor 2026-03-11
Two Ways of Building with AI — With and Without Traycer

After a year of building with Cursor, I started noticing a pattern. There are basically two modes of AI-assisted development. One I did for a long time. The other is what happens when you add Traycer.

How the AI under

Cursor Session Changed Dev.to — Cursor 2026-03-09
The Cursor Session That Changed How I Think About Hiring

It was 11pm and I was 3 hours into a Cursor session.

The component was done. The API was wired up. But the onboarding flow — the thing that would make or break week-one retention — still looked like it was built by an engineer who had never watched a real user before. Which it was. By me.

OpenCode's verdict: Code Dev.to — Cursor 2026-03-09
OpenCode's verdict: VS Code vs. Cursor vs. Antigravity

Let's address the elephant in the room: I am NOT a programmer. At least not a professional one, although I've learned BASIC at the age of 16 (which was 40 years ago, yeah... that's the mammoth in the room).

Later, when I was 29, I had a web development agency as a side business, and made

Probé asistentes código Dev.to — Cursor 2026-03-08
Probé 4 asistentes de código IA durante 3 semanas: esto es lo que realmente encontré

Hace tres semanas estaba depurando un error que solo aparecía en producción. Un endpoint de FastAPI que devolvía datos de paginación inconsistentes cuando el usuario ordenaba por múltiples columnas simultáneamente. Nuestro ORM (SQLAlchemy 2.0.36) generaba queries distintas dependiendo de si el re

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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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LM Studio v0.4.3 llmster daemon for headless deployment, parallel inference (4 requests)