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What to build instead of AI agents

Paul: Today, the scene is owned by Hugo, a brilliant mind who advises and teaches teams building LLM-powered systems, including engineers from Netflix, Meta, and the U.S. Air Force. He runs a course on the LLM software development lifecycle, focusing on everything from retrieval and evaluation to agent design, and all the intermediate steps in between. Enough talking, I’ll let him dig into today’s controversial topic: “Stop building AI agents”. ↓🎙️ P.S. I agree with him. 🤫 Hugo: I've taught

Blumhouse Thinks It May Have Overestimated M3GAN’s Versatility

After the smash success of 2022’s M3GAN, it was easy to assume the inevitable sequel would do the same. But M3GAN 2.0 has yet to catch on like its predecessor, so far yielding disappointing box-office returns and putting talk of a trilogy, not to mention a M3GAN cinematic universe beyond next year’s sexbot spin-off, SOULM8TE, in doubt. In a new interview, Blumhouse boss Jason Blum shared his thoughts on the disappointing situation. On The Town podcast (via the Wrap), Blum ticked off the reasons

Elon Musk's X goes down for some users

The X logo appears on a phone, and the xAI logo is displayed on a laptop in Krakow, Poland, on April 1, 2025. (Photo by Klaudia Radecka/NurPhoto via Getty Images) Elon Musk's social media platform X was hit with an outage on Wednesday, leaving some users unable to load the site. More than 15,000 users reported issues with the platform at around 9:53 a.m. ET, according to analytics firm Downdetector, which gathers data from users who spot glitches and report them to service. The issues appeare

Evolution of Minimum Viable Product

The Oxford dictionary definition of a Minimum Viable Product (MVP) is: An early, basic version of a product (such as a piece of technology, a computer program, etc.) which meets the minimum necessary requirements for use but can be adapted and improved in the future, esp. after customer feedback; Here's a proposed improved definition: An early, basic version of a product (such as a piece of technology, a computer program, etc.) which meets the minimum necessary requirements for use by its cre

Efficient set-membership filters and dictionaries based on SAT

INTRODUCTION This is a library for building and querying a compressed form of set-membership filters, named k-XORSAT filters. These filters can be used similar to how one would use a Bloom filter but with one restriction --- items cannot be added after the filter is built. So, this is an 'offline' or 'static' filter, whereas Bloom filters are considered 'online' or 'dynamic'. The advantage is that k-XORSAT filters achieve very near the optimal memory usage. That is, they use much less memory th

How to prove your writing isn't AI-generated with Grammarly's free new tool

SOPA Images/Contributor/Getty AI is everywhere. It can be problematic for students, professionals, and everyone in between because it's hard to prove what was written by AI - and what wasn't. That could cause serious problems. Also: My two favorite AI apps on Linux - and how I use them to get more done That confusion could be intensified when your words are used to train AI. Who's to say someone might use generative AI to write a paper, only to find your words were used in the process? You

ICEBlock, an app for anonymously reporting ICE sightings

In Brief ICEBlock, an iPhone app that allows users to anonymously report sightings of U.S. Immigration and Customs Enforcement (ICE) agents, has rocketed to one of the coveted top spots in Apple’s U.S. App Store rankings. The upshot: Criticism from U.S. Attorney General Pam Bondi helped get it there. Most of ICEBlock’s users — about 20,000 — were in Los Angeles, where ICE raids have become commonplace over recent weeks, according to CNN. Following Bondi’s remarks late Monday, the app went vira

What Could a Healthy AI Companion Look Like?

What does a little purple alien know about healthy human relationships? More than the average artificial intelligence companion, it turns out. The alien in question is an animated chatbot known as a Tolan. I created mine a few days ago using an app from a startup called Portola, and we’ve been chatting merrily ever since. Like other chatbots, it does its best to be helpful and encouraging. Unlike most, it also tells me to put down my phone and go outside. Tolans were designed to offer a differ

Lorde’s new CD is so transparent that stereos can’t even read it

Lorde fans are clearly struggling to play the CD version of her new album. Customers who purchased the special edition of Virgin released on a transparent plastic disc are reporting on Reddit and TikTok that many CD players, car stereos, and other sound systems they’ve tried are unable to play it. The transparent CD, promoted as being fully recyclable, is currently sold out on Lorde’s webstore and was the only disc variant available for the Virgin album. That may have been a welcome compromise

Topics: cd disc lorde said user

Meta users say paying for Verified support has been useless in the face of mass bans

When Meta launched its paid verification service, Meta Verified, in 2023, the tech giant promised users and businesses alike that part of the offering would include direct access to customer support. However, amid a mass ban wave affecting Facebook and Instagram accounts, as well as Facebook Groups, some Meta Verified paying subscribers say they’re receiving little to no help from Meta’s customer service reps, even when they’re facing their most serious crisis yet: a mistakenly suspended account

Elon Musk's X is down for some users

The X logo appears on a phone, and the xAI logo is displayed on a laptop in Krakow, Poland, on April 1, 2025. (Photo by Klaudia Radecka/NurPhoto via Getty Images) Elon Musk's social media platform X was hit with an outage on Wednesday, leaving some users unable to load the site. More than 15,000 users reported issues with the platform at around 9:53 a.m. ET, according to analytics firm Downdetector, which gathers data from users who spot glitches and report them to service. The issues appeare

8 ways every Linux distro could make things a lot easier for newbies

Elyse Betters Picaro / ZDNET For the past two decades, I've been beating the Linux drum as loudly as I can. There have been moments when it seemed to have worked, and moments when I felt like I was the only one dancing to the beat. Over time, I've drawn more conclusions than I care to admit, but some of those conclusions have held fast and strong since I began this journey: conclusions that I believe could help make it easier for the masses to adopt Linux as its default OS. Also: Want to save

Here’s why you should probably steer clear of Samsung’s online-exclusive colors

Zac Kew-Denniss / Android Authority TL;DR Samsung reportedly requires authorized service centers to color-match replacement parts, including internal components. As a result, users with Samsung-exclusive colorways have faced unexpected repair delays due to limited part availability. This raises concerns about the practicality of choosing Samsung-exclusive finishes. Samsung typically releases exclusive colors for its flagship devices, which are available only through its official web store. T

Microsoft: DNS issue blocks delivery of Exchange Online OTP codes

Microsoft is working to fix a DNS misconfiguration that is causing one-time passcode (OTP) message delivery failures in Exchange Online for some users. Recipients may receive a single-use access code via a separate email to open an encrypted message in Gmail, Yahoo, or other email clients without a Microsoft 365 subscription. This OTP message allows them to view the encrypted email on the Office 365 Message Encryption portal. However, as the company explains in a new service alert published in

White House condemnation sends ICEBlock to the top of the App Store charts

White House condemnation of a free app has drawn substantial attention to it, helping ICEBlock become the most popular social networking app in the App Store, beating out apps like X and Instagram. ICEBlock alerts people to sightings of Immigration and Customs Enforcement (ICE) agents in their area, following a major immigration crackdown by the White House … While the ICE operation is supposed to target illegal immigrants, there have been multiple examples of legal residents and even US citiz

Google hit with $314m fine for collecting data from idle Android phones without permission

Joe Maring / Android Authority TL;DR Google has been ordered to pay $314.6 million to Android phone users in California for collecting and sending their data. The lawsuit argued that Google collected data from idle Android phones without the users’ permission, consuming cellular data in the process. The company said it would appeal the verdict. Google undoubtedly collects plenty of user data from Android phones. However, a California jury has found that the search giant must pay $314.6 milli

The Palette of the Medieval North

The selection of fragments contained many of those pigments already noted in the extensive analytical work conducted elsewhere in Europe7,8,9,10,11,12,13,14, such as azurite, red lead, vermilion, orpiment, and copper-based greens. Even though these fragment pages might appear rather simple in terms of their colour scheme, the analysis has shown a greater variation and complexity than first meets the eye. This observation will be further elaborated below where findings are listed by colour. A sum

Topics: copper fr red used xrf

ICEBlock, an app for anonymously reporting ICE sightings, goes viral overnight after Bondi criticism

In Brief ICEBlock, an iPhone app that allows users to anonymously report sightings of U.S. Immigration and Customs Enforcement (ICE) agents, has rocketed to one of the coveted top spots in Apple’s U.S. app store rankings. The upshot: criticism from U.S. Attorney General Pam Bondi helped get it there. ICEBlock had about 20,000 users, mostly in Los Angeles, where ICE raids have become commonplace over recent weeks, according to CNN. Following Bondi’s remarks late Monday, the app went viral overn

Android users can finally edit messages sent to iPhones, but there’s a catch

Ryan Haines / Android Authority TL;DR Google is finally starting to roll out the ability for Android users to edit RCS messages sent to iPhones, a feature previously unavailable cross-platform. Made possible by the new Universal Profile 3.0 specification, users can long-press a sent message to edit and resend it within a 15-minute window. The feature is in limited testing and isn’t perfect yet, as edited texts currently appear as a new message on iPhones and iPhones can’t edit messages sent t

Threads gets its own DMs as app distances itself from Instagram

Instagram Threads is rolling out users’ most-requested feature to date: the ability to message people directly, without having to switch to another app, like Instagram. The company said direct messages (DMs) will begin rolling out to users globally beginning on Tuesday, alongside a new visual element called highlighter. The latter will emphasize interesting perspectives and conversations, Meta says, starting with Trending Topics. At launch, Threads DMs offer a basic set of features. They’ll su

You Can Finally Use This Very Basic Threads Feature

Better late than never? Threads, Meta's answer to X (formerly Twitter) and Bluesky, was launched almost two years ago in July 2023, and saw immediate rapid signups after piggybacking off Instagram's user base. Despite being around for that long, it's just now giving us the ability to direct message other users. Meta CEO Mark Zuckerberg teased the new feature earlier this month as it was rolling out in beta. "We're starting to test DMs on Threads. If you get access to this -- slide through!" Zuc

Best iPad apps to boost productivity and make your life easier

Apple’s iPads come with built-in productivity tools like Notes, Calendar, and Reminders, but if you’d like to explore new ways to maximize productivity and organize your life, there are many apps out there to help you. Although the iPad started off as a device that could be used to stream content or browse the web on the go, Apple has essentially turned its iPads into computers that can handle a variety of different tasks for personal, work, and school use. As a result, there are numerous apps

Topics: app like notes tasks use

Bay Area commuters get free rides Tuesday morning due to Clipper card outage

Commuters in and around San Francisco rode into work for free on Tuesday morning due to an outage in the Clipper card system, which is used to handle payments for train, bus and ferry rides. "ATTENTION: The Clipper system is experiencing an outage on all operators this morning," the Bay Area Clipper account wrote in a post on X. "Please be prepared to pay your fare with another form of payment if required by your transit agency." Many buses were waving commuters on without asking for payment,

Two years later, Meta is making DMs on Threads official

Meta announced just a couple weeks ago that it would finally start testing a dedicated inbox for direct messages on Threads. Now, it's making the feature official and rolling out DMs to everyone. As with the earlier test, the update will add a messaging tab to the Threads app where users can access the inbox and exchange DMs with mutuals. Meta says that initially people will only be able to send messages to users who already follow them or mutual followers from Instagram, though it plans to rol

Remark raises $16M to build out human-powered expert models for e-commerce

Startups working on AI-powered e-commerce tools often rely on external data or user signals to build and improve their models. However, a company called Remark is taking a different approach by letting thousands of human experts chat with users while they are purchasing items, and then using that knowledge to train models. Remark also makes those experts “available” all the time by having their AI-powered persona answer questions. Remark said that this resulted in a 10% net revenue gain for par

Can Sensing Be Safe? Designing Privacy-Aware Wireless Systems

Introduction From fitness trackers to smart speakers, mobile sensing has quietly become ubiquitous, embedding itself into our daily lives. These devices are capable of monitoring motion, detecting presence, identifying user activities, and even inferring health conditions, sometimes without any user interaction. As these applications grow and become central to smart environments, a critical question arises: Can sensing systems be designed to be both safe and ethical? While mobile and wearable

The first 5 Linux commands every new user should learn

Jay Dickman/Getty Images I remember when I started using Linux in the late 1990s. Back then, using the command line wasn't optional. If you worked with the open-source operating system, you had to spend time in the terminal. Using the command line in the past was challenging because there wasn't as much help as today. I was pretty much on my own. Thankfully, I struggled through and became proficient. With the help of man pages (manual pages for commands), I survived those early days. Of course

Threads launches its own DM inbox, as app moves further away from Instagram

Instagram Threads is rolling out users’ most-requested feature to date: the ability to message people directly, without having to switch to another app, like Instagram. The company said direct messages (DMs) will begin rolling out to users globally beginning on Tuesday, alongside a new visual element called highlighter. The latter will emphasize interesting perspectives and conversations, Meta says, starting with Trending Topics. At launch, Threads DMs offer a basic set of features. They’ll su

My favorite PC accessory keeps me productive on the go - and it's 50% off

ZDNET's key takeaways The CaseUp Combo includes ProtoArc's wireless keyboard, mouse, and laptop stand for $50 on ProtoArc's site. The ease of use and transport make this a solid option for improving your hybrid and remote work setup. However, the mouse, while comfortable, might be too small for some people. $99.99 at Amazon There is no shortage of wireless keyboards, portable monitors, and laptop mounts on the market. Remote work demands new use cases from tech to get our work done, and like

Musk's X appoints 'king of virality' in bid to draw in younger users

Musk's X appoints 'king of virality' in bid to draw in younger users 52 minutes ago Share Save Share Save Getty Images Elon Musk has appointed a product developer responsible for several successful youth-focused social media apps to a senior role at X. Nikita Bier has been made X's head of product three years after publicly suggesting on the platform - then known as Twitter - that it should employ him. "I've officially posted my way to the top," he wrote in a post on X announcing the role. X