The Problem

If you're using AI coding assistants like Cursor, Windsurf, or Claude Code, you've probably seen this:

cursor --dangerously-skip-permissions

Introduction

Large Language Models arrive with a fundamental limitation known as the knowledge cutoff. They are experts on the world as it existed during their training phase but they are completely blind to your private data or events that happened this morning. Whether it is

If you work in software development, you’ve probably had this moment.

You install GitHub Copilot. You see it autocomplete entire functions. You watch it generate tests in seconds. You notice it feels deeply embedded in GitHub’s ecosystem. And then the question hits you:

Is

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

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

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

This story has been retracted

Perplexity wants to be more than just an answer engine. On Wednesday, it launched Personal Computer, a new AI agent tool that can turn a spare Mac into a locally run AI system, pitching it as "a digital proxy for you." Personal Computer will run 24/7 on a dedicated device on your local network, have

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

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

Bumble's new AI assistant Bee will move the dating app beyond the swipe by matching people based on compatibility and goals.

As companies race to adopt AI, Benchmark general partner Everett Randle believes the key to success lies in empowering every worker with AI superpowers, and Gumloop’s intuitive agent builder is an example of the kind of tool that will unlock that potential.

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

OpenAI's GPT-5.4, released March 5, 2026, is the first general-purpose model with native computer-use built in — and it matches or exceeds professionals in 83% of real-work comparisons, up from 70.9% just one model generation ago.

Key Takeaways

• GPT-5.4 is the fir
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It's mid-March 2026, and I genuinely had to close 12 browser tabs just to write this. The AI space is moving at a pace that feels physically unreasonable. So let me save you some time and break down what actually matters this week.

🚀 GPT-5.4 Just Dropped — And It's a

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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

The Paradigm Shift in Cybersecurity

For decades, cybersecurity has operated on a fundamentally reactive model. Security teams deploy tools, write rules, monitor alerts, and respond to incidents — often hours or days after an initial compromise. The math has never been in the d

OpenClaw just surpassed React to become the most-starred project on GitHub — 68,000 stars in weeks. If you haven't seen it, the premise is simple: give AI agents full browser control. Click, fill, navigate, extract. Autonomous. No human in the loop.

The adoption curve is vertical. Develop

MCP vs A2A vs ACP vs ANP. The Register called it "alphabet soup." Dev.to is flooded with comparison posts. Everyone has an opinion on which application protocol will win.

But every single one of them assumes the same thing: that your agents can already reach each other over HTTP.

Revolutionizing AI Automation: 11x Faster, 9x Cheaper – A 2026 Breakthrough for Kingdom Businesses

In the rapidly evolving landscape of 2026, Christian entrepreneurs are constantly seeking new ways to amplify their impact, serve their communities more effectively, and steward

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

Cursor's Browser Tools MCP is built in. Your AI agents can automate browsers natively — fill forms, click buttons, navigate pages. They run autonomously.

You have zero visibility into what actu

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

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."

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

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

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

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 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

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

The Obsolescence Crisis in LLM Benchmarking: A Critical Analysis

Mechanisms Driving Benchmarking Obsolescence

The rapid evolution of proprietary Large Language Models (LLMs) has introduced a critical challenge: the inherent obsolescence of benchmarking pape

⚠️ Region Alert: UAE/Middle East

This research investigates a critical security vulnerability in "AI judges"—Large Language Models (LLMs) used as automated security gatekeepers to enforce safety policies. Using an internal fuzzer named AdvJudge-Zero, researchers demonstra

The Problem That Emerged from Previous Articles

In my previous article, Claude Code Security: 500+ Zero-Days Found, Security St

I ran the same code through an LLM-based security scanner 5 times. I got 5 different severity scores.

That was the moment I decided to throw away the LLM approach entirely and build a pure static analysis engine. Here's why — and what happened when I did.

The Problem:

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I've been using Claude Code for a while now, and if you're a developer who has added it to your daily workflow, you probably know the feeling. It's genuinely good. It reads your codebase, runs commands, modifies files, and helps implement features right from your terminal without you having to co

Rolling coverage from San Jose, including NVIDIA CEO Jensen Huang’s keynote, news highlights, live demos and on‑the‑ground color through March 20.

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

Navigating the performance cliff: How pairing MRL with int8 and binary quantization balances infrastructure costs with retrieval accuracy.

The post Scaling Vector Search: Comparing Quantization and Matryoshka Embeddings for 80% Cost Reduct

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Cursor IDE is powerful, but it only supports a few built-in models. Here's how to unlock 627+ models — including GPT-5, Claude Opus 4.6, DeepSeek R1, Gemini 3, and more — through Crazyrouter.

Why Use Crazyrouter with Cursor?

• Access models Cursor doesn't natively
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With no enforcement and questionable economics, it may not make a difference.

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

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, Broadcom, and Nvidia team up with Microsoft, Meta, and OpenAI to develop protocol-agnostic optical scale-up interconnects for AI clusters.

Phoronix tested Ubuntu 26.04 on an RTX 5090 and RTX 5080 and found that the new version performs up to 12% better on the 5090 compared to Ubuntu 25.10.

The G100 lineup from Lisuan Tech now has an official release date, with the LX G7106 being the gaming SKU with 12 GB of VRAM and a purported RTX 4060-like performance. The "LX" series of professional GPUs, likely using the G7105 silicon, were also revealed with three SKUs offering up to 24 GB of ECC

This spring sale discount knocks the price of an Acer Nitro V15 gaming laptop, with a 10-core Intel CPU, RTX 5060, 16GB RAM, and a 1TB SSD, to just £799.99, one of the most affordable options with these specs available right now.

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.

GTC — which stands for GPU Technology Conference — is Nvidia's flagship annual event, where the chipmaker typically uses the spotlight to announce new products, champion partnerships, and lay out its vision for the future of computing. Huang's keynote will focus on Nvidia's role in the future of com

GeForce NOW is bringing the game to the Game Developers Conference (GDC), running this week in San Francisco. While developers build the future of gaming, GeForce NOW is delivering it to gamers. The latest updates bring smoother performance, easier game discovery and a fresh lineup of blockbuster ti

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

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

Despite the fact Apple released a new AirTag in January, the first-generation AirTag is still a top-notch tracker if you’re embedded in Apple’s ecosystem. And right now, it’s on sale for $13.91 ($15.09 off) at Walmart, which marks a new low price.  If you’re an iPhone owner, the original AirTag stil

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

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

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

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

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

Although the savings are modest, Amazon’s $50 discount across most of the 2026 MacBook lineup makes these newly launched laptops slightly cheaper than buying directly from Apple.

Caller identity platform Truecaller recently launched a new feature that lets one person become an admin of a family group, get alerts about fraud calls received by other members, and even end a call on their behalf if they suspect a family member might get scammed. The company, which has over 450 m

Rox, founded in 2024 by the former chief growth officer of New Relic, offers an AI-native alternative to CRM tools.

Sunday is on a quest to build a household humanoid robot called Memo that helps with tasks like laundry and clearing the table. The company emerged from stealth late last year and already has 1,000 people on its waitlist.

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

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

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

AgentMail raised $6 million this week. General Catalyst led the round. YC participated. Paul Graham wrote a personal check.

These are not people who back things speculatively. When GC and Paul Graham both put money into agent email infrastructure, they're saying the agent economy is real

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

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.

A beginner-friendly walkthrough of API calls, environment variables, and real-world AI infrastructure

The post I Finally Built My First AI App (And It Wasn’t What I Expected) appeared

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

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

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

Coding After Coders: The End of Computer Programming as We Know It

Here's what I think is happening: AI-assisted coding is exposing a divide among developers that was always there but maybe less visible.

Before AI, both camps were doing the same thing every day. Writing code

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Sorting algorithms

Mixed-use developments are the fastest-growing segment in commercial architecture. They're also among the most competitive — developers evaluate 5-10 firms for each project, and the selection process increasingly favors firms that can communicate their vision most effectively to diverse stakehold

Room scene photography has always been one of the biggest expenses for furniture and home decor brands. Setting up physical room vignettes costs $2,000-5,000 per scene, and every product needs multiple scenes to appeal to different customer segments.

The Traditional Photography

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Can Gut-Brain Communication Reverse Memory Loss?

Meta Description: Discover how reversing memory loss via gut-brain communication is reshaping neuroscience. Learn the science, practical strategies, and tools that may help protect your memory.

After 50 days of running Claude Code autonomously, I started recognizing patterns. Not technical patterns — human patterns. The same things keep happening to everyone who uses AI seriously.

So I made a bingo card.