🌍 TheVerge

Here’s how tech leaders will self-police AI safety under Trump’s deal

We now have the full details of the "morally binding" AI safety deal announced by President Trump yesterday, in which top executives agreed to self-regulate their artificial intelligence technology. The accord, officially titled the Joint Commitment on Frontier Responsibilities, was shared online by tech founder and presidential adviser David Sacks, and has been signed by […]
🌍 TheVerge

You can text DoorDash’s AI bot to ‘order my usual’ and it will figure the rest out

DoorDash is launching new ways to use the local delivery platform, including text message ordering, drone deliveries, and retail returns. The new message ordering feature builds on capabilities that the Ask DoorDash AI chatbot introduced to the DoorDash app in June, allowing you to get recommendations and offload your browsing while skipping the app entirely. […]
🌍 TheVerge

Potato by air

The Wing Hummingbird 7000W-B delivery drone weighs less than 15 pounds. It has 16 propellers - four for horizontal movement and 12 for vertical - a top speed of 60 miles per hour, a carrying capacity of up to 2.7 pounds, and a delivery radius of about six miles. It is authorized by the FAA […]
🌍 TheVerge

The Sonos Ace Ultra are the headphones Sonos should have made the first time

The original Sonos Ace headphones should have been a triumphant entry into a new product category. Instead, they were overshadowed by Sonos's disastrous app redesign. And while the original Ace are well built, sound good, and are incredibly comfortable, they weren't good Sonos headphones: Their flagship feature let you reroute audio from a Sonos soundbar […]
🌍 TheVerge

Amazon’s new Fire TV Stick 4K can pull power directly from your TV

The new Fire TV Stick 4K will be a little easier to set up than Amazon's previous 4K streaming sticks since it no longer requires a power adapter. You can power the device directly from your TV's USB port, like the updated entry-level Fire TV Stick Amazon launched earlier this year. The Fire TV Stick […]
🌍 TheVerge

Instagram is adding an AI ‘assistant’ to tell you how to post

Instagram is the latest social media platform to add built-in AI-powered features that will give users feedback on their posts. The company announced Wednesday that its standalone Edits app will now include an AI "creative assistant" that pulls in data from a user's Instagram account and offers suggestions on what to change. Using the new […]
🌍 TheVerge

Google reportedly tests paying publishers for AI search results

Google has launched a pilot program that pays publishers for their contributions to its AI-powered search features, according to a report from The Information. The pilot program reportedly includes around 100 publishers and comes as Google faces scrutiny over the impact of its AI features on web traffic. Digiday first reported on the pilot program, […]
🌍 TheVerge

All the latest news on Meta’s cute, creepy Muse AI agent

Meta launched a new Muse AI agent it claims can help you with everything from firing off emails to buying stuff online. Muse can be surprisingly effective at delivering on those promises — if you’re willing to trust Meta with your data and hand Muse your credit card. Since the launch, Meta’s also announced plans […]
Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups
🌍 Dev.to

Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups

Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups Introduction: When a Dying Language Met Differential Privacy Last spring, I found myself hunched over a laptop at 2 AM, staring at a dataset of 4,200 annotated sentences in Nahuatl — a language with roughly 1.7 million speakers, most of them elders, scattered across central Mexico. A community organization had reached out to me after reading one of my earlier a...
🌍 Dev.to

Architectural Decisions: Multi-Process vs. Multi-Threading

When designing parallel and concurrent systems, developers invariably face a core architectural dilemma: Multi-Process vs. Multi-Threading. If you learned systems programming in C, you likely remember fork() and join() (or waitpid()) as the default primitives for spawning and managing execution units. In the early days of Linux, POSIX thread implementations were notoriously fragile, making process cloning the de facto standard for parallelism. However, as operating systems matured and prod...
🌍 Dev.to

Spring WebFlux: A Practical Guide for Java Developers

1. Introduction — Why Does WebFlux Exist? If you've built REST APIs with Spring MVC, you know the model: one thread handles one request, start to finish. That thread blocks while waiting for a database call, a downstream HTTP call, or a file read. This is called the thread-per-request model, and it works fine — until you have thousands of concurrent, slow, I/O-heavy requests. At that point, you run out of threads, not CPU. Spring WebFlux solves this by using a reactive, non-blocking m...
🌍 Dev.to

Tutorial Hell Is Comfortable. Here's How I Got Out.

Tutorial hell doesn't feel like hell. That's the problem. It feels like progress. You watch a video, you type along, the code runs, and you think "I get it." Then you open a blank file and nothing comes. I lived in that loop for a long time. This is how I got out. How to know you're in it You finish a course and immediately start another one You can follow along, but a blank editor freezes you You say "I'll start my own project once I learn a bit more" Your projects...
🌍 Dev.to

Every LLM framework rebuilt the same tool object

If you give an LLM access to your code, you write tools. A tool is a function plus what a model needs to call it: a name, a description, and a schema for the arguments. Then you write the same tools again. The first version uses the AI SDK's tool() . The project adds an MCP server, so the tools are rewritten for registerTool . Another team uses Mastra, and the tools are written a third time with createTool . The functions stay the same. Only the wrapper changes. Each wrapper is also tie...
🌍 Dev.to

Today, I spent time revising two essential core concepts in JavaScript:

JavaScript Objects and Arrow Functions. Here is a quick breakdown of what I covered: ​1. JavaScript Objects (Key-Value Pairs & Methods) ​Objects allow us to group related data and functionality together. ​Example 1: Mobile Object: const mobile = { brand: "Vivo", price: 15000, network: "5G", browse: function () { console.log("Browsing..."); } } Example 2: Bike Objects (TVS & Bajaj): const TVS = { model: "XL-100", price: 99000, cc...
🛜 The Journey of Data Through a Wi-Fi 7 NIC
🌍 Dev.to

🛜 The Journey of Data Through a Wi-Fi 7 NIC

A Deep Investigation I've been sitting on this project for a while, I haven't shared it until now. While learning about networking and on one of my massive side tangents, I thought it would be really cool to have a detailed breakdown of what the data is doing at what stage in the process. No, not another OSI Model post, but the Wi-Fi 7 NIC exclusively. I wanted to know, "What is the process for the cutting edge Wi-Fi technology?" - something I have limited knowledge about. That's a VERY B...
🌍 Dev.to

Four ways "the post succeeded" can be a lie

I build a tool that schedules social posts. This week I added four new places to publish: WordPress, dev.to, Hashnode and Lemmy. Then I had each adapter reviewed by someone who did not write it. The most useful findings were all the same kind of bug: the code said "published" when it had only proven "the server answered". Here are four ways that happens. 1. A 200 is not the post My first version of the read-back check fetched the public page and treated HTTP 200 as "live". Tha...
TypeScript `Partial`, `Required`, and `DeepPartial` in 2026: Which Utility Type Actually Fits Your Use Case
🌍 Dev.to

TypeScript `Partial`, `Required`, and `DeepPartial` in 2026: Which Utility Type Actually Fits Your Use Case

TypeScript Partial , Required , and DeepPartial in 2026: Which Utility Type Actually Fits Your Use Case This article was written with the assistance of AI, under human supervision and review. Most TypeScript utility type problems stem from teams treating Partial<T> , Required<T> , and DeepPartial<T> as interchangeable shortcuts when each solves a distinct problem. Developers reach for Partial to silence compiler errors during form updates, then spend week...
🌍 Dev.to

Why ChatGPT Gives Wrong Answers (and How to Stop It)

You asked something. The answer came back polished. Later you found out it was wrong. A statistic that doesn't exist. A citation to a paper nobody wrote. A confident summary of a document that says the opposite. The frustrating part isn't the mistake. It's that nothing in the reply looked like a mistake. No hedge. No wobble. No visible seam. That gap is the thing worth understanding. Once you see why confidence and accuracy have nothing to do with each other, you stop being surprised and st...