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LLMs tell bad jokes because they avoid surprises

LLMs generate slop because they avoid surprises by design LLMs suck at comedy, art, journalism, research, and science for the same fundamental reason Dan Fabulich 5 min read · 3 days ago 3 days ago -- Listen Share Have you ever asked an LLM to tell you a joke? They’re rarely funny at all; they never make you actually laugh. There’s a deep reason for this, and I think it has serious implications for the limitations of LLMs, not just in comedy, but in art, journalism, research, and science. Jo

We Hit 100% GPU Utilization–and Then Made It 3× Faster by Not Using It

We recently used Qwen3-Embedding-0.6B to embed millions of text documents while sustaining near-100% GPU utilization the whole way. That’s usually the gold standard that machine learning engineers aim for… but here’s the twist: in the time it took to write this blog post, we found a way to make the same workload 3× faster, and it didn’t involve maxing out GPU utilization at all. That story’s for another post, but first, here’s the recipe that got us to near-100%. The workload Here at the Daft

Who does your assistant serve?

Loading... Why am I seeing this? You are seeing this because the administrator of this website has set up Anubis to protect the server against the scourge of AI companies aggressively scraping websites. This can and does cause downtime for the websites, which makes their resources inaccessible for everyone. Anubis is a compromise. Anubis uses a Proof-of-Work scheme in the vein of Hashcash, a proposed proof-of-work scheme for reducing email spam. The idea is that at individual scales the addit

Premier League Soccer: Livestream Nottingham Forest vs. Brentford From Anywhere

Two sides that enjoyed somewhat unexpected top-10 finishes last season go head-to-head on Sunday as Nottingham Forest hosts Brentford in the English Premier League. Below, we'll outline the best live TV streaming services for watching Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. Forest were last season's surprise package, booking a long-overdue return to European football by finishing in seventh. While Nuno Espir

Premier League Soccer: Stream Chelsea vs. Crystal Palace Live From Anywhere

Two teams who have recently tasted cup glory meet on Sunday in the first London derby of the new English Premier League season as Chelsea hosts Crystal Palace. Below, we'll outline the best live TV streaming services for watching Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. Having won the UEFA Conference League back in May, Chelsea followed up that triumph with a win in the Club World Cup, leading many pundits to

Watch Figure 02 Humanoid Fold Laundry in New AI Demo

When the newest demo of the Figure 02 humanoid robot folding towels dropped, I knew I had to make a video about it. CNET's robot coverage always gets comments from viewers asking if robots could do their laundry. In the demo, Figure 02 folds towels at a rate of approximately 22 seconds per towel. Figure With advancements in AI and robotics, the dream of automated household chores feels closer, but it's not quite here yet. I tested my laundry-folding skills against Figure 02's robot to see just

Premier League Soccer: Stream Man United vs. Arsenal Live From Anywhere

The opening weekend of the new English Premier League season concludes with a blockbuster showdown at Old Trafford, as old foes Manchester United and Arsenal go head-to-head. Below, we'll outline the best live TV streaming services for watching Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. A hugely disappointing 15th-place finish for Man United last term — its lowest in the EPL era — has prompted a major overhaul o

Duolingo CEO says controversial AI memo was misunderstood

In Brief While Duolingo CEO Luis von Ahn was loudly criticized this year after declaring that Duolingo would become an “AI-first company,” he suggested in a new interview the real issue was that he “did not give enough context.” “Internally, this was not controversial,” von Ahn told The New York Times. “Externally, as a publicly traded company some people assume that it’s just for profit. Or that we’re trying to lay off humans. And that was not the intent at all.” On the contrary, von Ahn sai

Indie App Spotlight: ‘Notify’ is a free app that lets you easily monitor website changes

Welcome to Indie App Spotlight. This is a weekly 9to5Mac series where we showcase the latest apps in the indie app world. If you’re a developer and would like your app featured, get in contact. Notify is a simple app for monitoring websites for changes. It’s completely free, private, and local – running fully on your iPhone. The app is a bit niche, but it does its job really well. Features The headlining feature of Notify is the ability to detect website changes on device, at scheduled interv

Roblox cracks down on its user-created content following multiple child safety lawsuits

Following a wave of lawsuits alleging that Roblox doesn't provide a safe environment for its underage users, the gaming platform made a series of sweeping updates to its policies. To address recent concerns, Roblox published a post on its website detailing these major changes, including restricting all unrated experiences, which is what Roblox calls its user-generated games, to the developer or those actively working with them. Roblox said this change will roll out in the coming months, represen

Princeton NuEnergy's battery recycling tech recovers 97% of lithium-ion material

IN A NUTSHELL 🔋 Princeton NuEnergy launched the first U.S. commercial-scale battery recycling facility in Chester, South Carolina, achieving a recycling yield of over 97% . . 💡 The facility, fully compliant with regulatory standards, is set to expand its capacity to 15,000 tons per annum by 2026 . tons per annum by . 🌱 PNE’s low-temperature plasma-assisted separation process reduces costs by 38% and has a 69% lower environmental footprint compared to conventional methods. and has a lower envi

Dyna – Logic Programming for Machine Learning

A Weighted, Declarative, Logic Programming Language Dyna About the Dyna Programming Language Dyna is a programming language designed by and for machine learning researchers. Dyna builds on the paradigm of logic programming languages such as Datalog and Prolog. However, Dyna goes much further in that it allows for flexible execution orders and for rules in the program to be "weighted". This means that we can efficiently express complicated programs in a few lines of code without having to worry

English Premier League Soccer: Livestream Brighton vs. Fulham From Anywhere

Brighton will look to build upon a solid first season under young boss Fabian Hürzeler as they kick off a new season at home against Fulham. Below, we'll outline the best live TV streaming services to use to watch English Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. The Seagulls narrowly missed out on a European spot last term with an eighth-place finish, but will have to contend without key forward Joao Pedro fol

Scientists Are Using AI for Improved Gene Hacking

Image by Getty / Futurism Genetics Gene editing has made huge leaps in recent years, such as treating the congenital blood disorders sickle cell anemia and beta thalassemia, which can require lifelong blood transfusions. But scientists still fear that some snipping may lead to unwelcome surprises. However, a research team led by the University of Zurich says that artificial intelligence could help. A new study published in the journal Nature details how the researchers combined AI and the gen

Trump's Anti-Science Agenda Is Massively Hampering His Plans for AI, Experts Warn

President Donald Trump's cost-cutting measures to decrease the federal budget have already been backfiring. Federal workers are being fired and rehired. Elon Musk's so-called Department of Government Efficiency has been deemed an utter failure as well. And now, the United States' lead in AI technologies and Trump's own policy proposal to boost AI are under threat due to Trump's anti-science agenda, The Guardian reports. Last month, the Trump administration released its "AI Action Plan," a poli

Can Google do AI notifications better than Apple? | Authority Insights Podcast #002

00:00 – Mishaal Rahman: Android could soon use AI to organize and summarize your notifications for you. 00:05 – C. Scott Brown: And Google Translate could soon take on Duolingo with its Practice mode. 00:09 – Mishaal Rahman: I’m Mishaal Rahman. 00:11 – C. Scott Brown: And I’m C Scott Brown, and this is the Authority Insights podcast where we break down the latest news and leaks surrounding the Android operating system. 00:20 – Mishaal Rahman: So this week we’ve got a couple of interesting st

Here are five great iPhone deals if you’re shopping on a budget: options below $650

If you’re trying to buy a new iPhone, it can often be hard to find something on a tighter budget. Sure, Apple offers the iPhone 16e at $599 – but not everyone finds that to be a compelling phone. Luckily, there’s plenty of great options if you want to buy used, and I’ll be delving into five great picks for varying needs. #1 – iPhone 15 Pro If you’re after higher end features like a ProMotion display, Apple Intelligence, and a telephoto lens – the iPhone 15 Pro is hands down the best overall pi

Topics: 128gb 15 iphone ll making

How to use (or turn off) your Instagram Map

Instagram Map, the new Instagram feature copying Snapchat's Snap Map, makes it simple to share your location with friends. So simple you might not understand who you're sharing it without digging into your settings. That's naturally led to confusion from some Instagram users as to how the feature works. If you already spend a lot of time on Instagram and are looking for a way to see where your friends have been, it's worth familiarizing yourself with how Instagram Map works. And if you're worri

This Anker 3-in-1 wireless charging station is 30 percent off right now

Anker makes some of our favorite charging gear, and now you can save on a bunch of wireless power accessories from the brand. Whether you're going back to school soon or want a new charging station that can power up a few devices at once, there are discounts here worth considering. One of the best is this 3-in-1 MagSafe charging station, on sale for a record low price of $63. The Qi2-certified charger wirelessly charges your compatible iPhone, Apple Watch, and AirPods on one compact and convenie

This Pixel 10 rumor just gave Google an edge over Samsung and OnePlus

Kerry Wan/ZDNET ZDNET's key takeaways Recent rumors and leaks suggest that the Pixel 10 series will feature magnet-based Qi2 wireless charging. That would position the Google Pixel well above Samsung, Motorola, and OnePlus in charging capabilities. The big question is how fast the charging will be, and how reliable it is compared to the iPhone's MagSafe. Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. There's been no shortage of P

Why I still recommend this 2024 Dell laptop for work and productivity - even though it's for gamers

Alienware m16 R2 ZDNET's key takeaways Alienware m16 R2 aims to be the perfect laptop for gamers and professionals alike, and it succeeds. It delivers high-level performance and a 2K display that'll make both groups smile, while giving users a way to tone down the RGB lighting via Stealth Mode. You'll need to keep that charger close by, as the M16 R2's battery doesn't last very long. $1,899.99 at Best Buy $2,049 at Amazon more buying choices Get more in-depth ZDNET tech coverage: Add us as a

Apple Working on All-New Operating System

Apple is developing an all-new operating system codenamed "Charismatic," according to Bloomberg's Mark Gurman. This is likely Apple's long-rumored "homeOS" operating system. In a report this week, Gurman said both Apple's rumored smart home hub in 2026 and tabletop robot in 2027 will run the new operating system. He said the software platform will blend elements of tvOS and watchOS. For example, he expects there to be a hexagonal grid of apps, just like on the Apple Watch. The platform larg

Premier League Soccer: Livestream Tottenham vs. Burnley From Anywhere

Thomas Frank takes charge of his first English Premier League game as Tottenham boss on Saturday, when the north Londoners host newly promoted Burnley. Below, we'll outline the best live TV streaming services for watching Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. Despite ending their 17-year trophy drought with their UEFA Europa League win back in May, the Spurs parted ways with former boss Ange Postecoglou aft

Premier League Soccer: Livestream Sunderland vs. West Ham From Anywhere

Sunderland are playing their first Premier League match in eight years as they host West Ham in an intriguing opening weekend matchup. Below, we'll outline the best live TV streaming services to use to watch Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. Black Cats boss Régis Le Bris exceeded expectations by guiding his team to promotion via the play-offs in May, prompting a $100 million spending spree during the su

Premier League Soccer: Stream Wolves vs. Man City Live From Anywhere

Manchester City begins their quest to regain the English Premier League crown with an opening weekend trip to the West Midlands as they face a Wolves team determined to avoid another relegation scrap. Below, we'll outline the best live TV streaming services for watching Premier League games as they happen, wherever you are in the world, and how to use a VPN if it's not available where you are. After four successive EPL title triumphs, City fell short last season, finishing 12 points off champi

Apple Finally Destroyed Steve Jobs’ Vision of the iPad. Good

For years, Apple treated the idea of windows on the iPad as sacrilege. But with iPadOS 26 installed, today’s iPads are doing macOS cosplay, becoming touchscreen Macs in all but name. And here’s the thing: It’s actually pretty good. So how did we get here? When did this fundamental shift occur that killed off Steve Jobs’ vision of the iPad? When Jobs first revealed the iPad in 2010, it was pitched as a “third category” of device—something between a phone and a laptop. For that category to justif

I love Google’s new Calling Cards feature. Here’s how to use it on your Android phone

Joe Maring / Android Authority In late July, Android Authority reported that Google was working on a new “Calling Cards” feature for its Contacts app. Yesterday, it began rolling out widely for everyone to use. When you receive a call on your Android phone, you see a standard incoming call screen with that person’s name, number, and profile picture. Calling Cards let you spruce this up a bit, allowing you to select a full-screen picture and stylized text to display for each of your contacts. I

Stop using AI for these 9 work tasks - here's why

zokara/iStock/Getty Images Plus via Getty Images ZDNET's key takeaways Sometimes an AI can cause you or your company irreparable harm. Sharing confidential data with an AI could have legal consequences. Don't let an AI talk to customers without supervision. A few weeks ago, I shared with you "9 programming tasks you shouldn't hand off to AI - and why." It's full of well-reasoned suggestions and recommendations for how to avoid having an AI produce code that could ruin your whole day. Then,

Topics: ai chatbot use using work

This 5-in-1 charger is the only one I'll need to travel (and it's full of power)

ZDNET's key takeaways The Statik 5–in-1 SmartCharge is a 10,000mAh capacity power bank and charger that sells for $70. It comes with built-in cables and multiple plug adapters (EU, UK, AU) for seamless charging around the globe in more than 200 countries. It's a great multifunctional charger, but I wish it had a dedicated MagSafe charger for Apple Watch. View now at Amazon View now at Statik more buying choices I test MagSafe accessories and chargers all year round, but there's no better time