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New embedding model leaderboard shakeup: Google takes #1 while Alibaba’s open source alternative closes gap

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Google has officially moved its new, high-performance Gemini Embedding model to general availability, currently ranking number one overall on the highly regarded Massive Text Embedding Benchmark (MTEB). The model (gemini-embedding-001) is now a core part of the Gemini API and Vertex AI, enabling developers to build applications such as sema

My Ultimate Self-Hosting Setup

My Ultimate Self-hosting Setup “The circle is now complete. When I left you, I was but the learner, now I am the master (of this setup anyway)." I’ve spent a few years trying different approaches for self-hosting, such as using multiple Docker compose files or Ansible. I’ve done some neat things (such as setting up Pi-Hole with Docker and Traefik), but I never really committed to any approach. I wanted to find something that was “perfect” and that meant I spent a lot of time tinkering and rece

Best Live TV Streaming Services of 2025

Take note of how many screens you can watch at a time. For example, YouTube TV allows you to stream on three devices at once, while Hulu grants you two, with the option to pay extra for more screens. Look for platform offerings that fit your household's needs. You can choose a streaming service subscription that aligns with your budget, and there are multiple services available. Prices range from $25 to over $100 per month, depending on what you want. When considering costs, review the channel

What is Mistral AI? Everything to know about the OpenAI competitor

Mistral AI, the French company behind AI assistant Le Chat and several foundational models, is officially regarded as one of France’s most promising tech startups and is arguably the only European company that could compete with OpenAI. But compared to its $6 billion valuation, its global market share is still relatively low. However, the recent launch of its chat assistant on mobile app stores was met with some hype, particularly in its home country. “Go and download Le Chat, which is made by

How to Get Foreign Keys Horribly Wrong

Constraints keep the integrity of your system and prevent you from shooting yourself in the foot. Foreign keys are a special type of constraint because, unlike unique, check, and primary keys, they span more than one relation. This makes foreign keys harder to enforce and harder to get right. In this article, I demonstrate common pitfalls, potential optimizations, and implicit behavior related to foreign keys. Table of Contents Watch 📺 This article is inspired by a talk I gave at DjangoCon EU

Mango Health (YC W24) Is Hiring

If this sounds like you and you are up for the challenge in making a difference — we’d love to talk to you. We are building the world's leading AI Guide for individuals with OCD. Similar to what Headspace did for meditation apps, we want to be the ultimate resource for individuals looking to better themselves. The status quo for OCD treatment requires an ERP specialist which can run thousands of dollars. We are on a mission to democratize the tools required to enable individuals to be their own

Exposed MCP servers across the internet

Knostic’s research team conducted a systematic study to locate exposed MCP servers on the internet. Leveraging Shodan and custom Python tools, we fingerprinted and mapped production MCP servers. All servers we discovered were insecure and revealed their capabilities to anyone asking. In this series of posts, we are sharing our findings, along with a guide detailing how we fingerprinted MCP servers. We identified a total of 1,862 MCP servers exposed to the internet. From this set, we manually v

After 5 years in development, the Assassin’s Creed TV series is happening

The long-running video game series Assassin's Creed will get a live-action TV series adaptation. Variety and The Hollywood Reporter report that Netflix has greenlit the series after years of development hell; the intention to produce the series was announced in 2020. The series had been through multiple creative teams even before it was greenlit, but Netflix settled on two co-showrunners. Roberto Patino, a writer on FX's Sons of Anarchy and HBO's Westworld, will join David Wiener, who led Param

Local cuisine was on the menu at Cafe Neanderthal

Sixty thousand years ago, two groups of Neanderthals lived just a stone’s throw apart in what’s now northern Israel. But they had very different cultures when it came to food, according to a recent study. Archaeologist Anaëlle Jallon of Hebrew University of Jerusalem and her colleagues examined dozens of animal bones from both sites, looking for clues about Neanderthal meal prep. It turns out that something as mundane as the cut marks left by butchering an animal can reveal differences in ancien

Engadget Podcast: Ancestra director Eliza McNitt defends AI as a creative tool

Eliza McNitt is no stranger to new media. Her 2017 project, Fistful of Stars, was a fascinating look at stellar birth in virtual reality, while her follow-up Spheres explored black holes and the death of stars. Now with her short film Ancestra, McNitt has tapped into Google's AI tools to tell a deeply personal story. Working with Google Deepmind and director Darren Aronofsky's studio Primordial Soup, McNitt used a combination of live-action footage and AI-generated media to tell the story of her

Exposing the Unseen: Mapping MCP Servers Across the Internet

Knostic’s research team conducted a systematic study to locate exposed MCP servers on the internet. Leveraging Shodan and custom Python tools, we fingerprinted and mapped production MCP servers. All servers we discovered were insecure and revealed their capabilities to anyone asking. In this series of posts, we are sharing our findings, along with a guide detailing how we fingerprinted MCP servers. We identified a total of 1,862 MCP servers exposed to the internet. From this set, we manually v

Meta refuses to sign EU’s AI code of practice

Meta has refused to sign the European Union’s code of practice for its AI Act, weeks before the bloc’s rules for providers of general-purpose AI models take effect. “Europe is heading down the wrong path on AI,” wrote Meta’s chief global affairs officer Joel Kaplan in a post on LinkedIn. “We have carefully reviewed the European Commission’s Code of Practice for general-purpose AI (GPAI) models and Meta won’t be signing it. This Code introduces a number of legal uncertainties for model developer

The Download: how to run an LLM, and a history of “three-parent babies”

In the early days of large language models, there was a high barrier to entry: it used to be impossible to run anything useful on your own computer without investing in pricey GPUs. But researchers have had so much success in shrinking down and speeding up models that anyone with a laptop, or even a smartphone, can now get in on the action. For people who are concerned about privacy, want to break free from the control of the big LLM companies, or just enjoy tinkering, local models offer a co

I Never Cared Much for Swords. Then I Had to Fight with One

On a grey November afternoon, clad in a borrowed—and somewhat smelly—fencing outfit, I spent two hours going through the basics of the aspiring duellist: saluting before putting on the protective mask, pinching the grip of the sword with the thumb and index finger, gliding back and forth while keeping the feet planted. But this wasn’t the kind of fencing you see at the Olympics—the dazzling speed of the athletes, electronic scoring, and seemingly nonsensical rules. The instructions came with a t

lsr: ls with io_uring

lsr ls(1) but with io_uring Installation lsr uses the zig build system. To install, you will need zig 0.14.0. To install for the local user (assuming $HOME/.local/bin is in $PATH ), run: zig build -Doptimize=ReleaseSmall --prefix $HOME/.local which will install lsr and the associated manpage appropriately. Replace $HOME/.local with your preferred installation directory. Usage lsr [options] [path] --help Print this message and exit --version Print the version string DISPLAY OPTIONS -1, --o

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Netflix starts using GenAI in its shows and films

Companies developing video AI models and tools often talk about working with Hollywood studios to make certain workflows possible. On Thursday, Netflix said that it has started using AI in movies and shows it produces. Speaking at the company’s post-results conference call, the company’s co-CEO, Ted Sarandos, said that the platform had “the very first GenAI final footage to appear on screen” in an Argentine show called “El Atonata.” He noted that Netflix’s internal production group teamed up wi

Arva AI (YC S24) Is Hiring an AI Research Engineer (London, UK)

Location: In person, Central London, 4-5 days in office Type: Full-Time NB: We are able to sponsor visas Arva AI is revolutionising financial crime intelligence with our cutting-edge AI Agents. By automating manual human review tasks, we enhance operational efficiency and help financial institutions handle AML reviews, while cutting operational costs by 80%. As the AI Research Engineer, you’ll play a pivotal role in building and iterating on LLM-based and agentic features of our AI-powered c

The crypto industry got what it paid for

is a senior policy reporter at The Verge, covering the intersection of Silicon Valley and Capitol Hill. She spent 5 years covering tech policy at CNBC, writing about antitrust, privacy, and content moderation reform. The crypto industry is beginning to see a return on one of its most prescient investments: Donald Trump. On Thursday, the House of Representatives passed three bills that industry supporters believe will bring more legitimacy and predictability to the digital currency space — and

Meta Poaches Two More Apple AI Executives

After poaching one of Apple's top artificial intelligence executives with a $200 million pay package to lure him away from the company, Meta has now hired two of his subordinates, Bloomberg reports. Apple's Mark Lee and Tom Gunter are set to join Meta's Superintelligence Labs team, a newly established division tasked with building advanced AI systems capable of performing at or beyond human-level intelligence. Earlier this month, Ruoming Pang joined Meta. Until recently, he led Apple's found

How We Test Antivirus Software

Protecting your devices from viruses and other malware is incredibly important, but effective antivirus detection isn’t the only thing to consider when choosing security software. You also want to ensure that the program won’t slow your devices down or interfere with everyday tasks. And if you’re buying a full cybersecurity suite, you’ll need to make sure it covers most or all of your security needs. Our testing processes are designed to help you find antivirus tools that meet all of these crit

Key Home Energy Tax Credits End This Year. Act Quickly if You're Considering Solar Panels, Experts Say

A big federal tax credit for homeowners who get solar panels will end this year, meaning a window for significant savings on going solar is closing fast. The 30% credit has long been the biggest single incentive for residential solar panel adoption, and its expiration is a significant blow for what has been a fast-growing industry. For homeowners, its elimination significantly changes the calculus of whether solar panels make financial sense compared with paying utility electrical rates. "It's

Mammals Evolved into Ant Eaters 12 Times Since Dinosaur Age, Study Finds

Written by: Jesse Jenkins Published: A first-of-its-kind study traces the rise of ant- and termite-eaters, revealing how mammals returned to the evolutionary table — at least a dozen times — to hone traits for feasting on the social insect bonanza that exploded after the extinction of the dinosaurs. Mammals have developed some unusual eating habits over the past 100 million years, but a new study has uncovered the surprising lengths some have gone to satisfy one of the more peculiar — a taste

This upcoming iOS feature will make spam phone calls an issue of the past

At WWDC25 this year, Apple announced a pair of new features to vastly improve the phone calling experience for iPhone users. Hold Assist does exactly what it says on the tin, and manages calls for you while you’re placed on hold – getting rid of the need to listen to dreaded hold music. The other feature, Call Screening, has much larger implications, and dealing with spam phone calls may become an issue of the past. 9to5Mac is brought to you by Incogni: Protect your personal info from prying e

How to Get Free Marvel Rivals Skins With the College Perks Program

You might be subsisting off ramen noodles and Red Bull, but that doesn't mean you need to look broke while you're playing your games. NetEase has introduced Marvel Rivals perks for college and university students that let them wear some of the coolest in-game costumes for free. All you need is a valid student email and the know-how to navigate the in-game menus. Linking your NetEase account with your college's domain is a simple process that doesn't take more than a couple of minutes. Most US s

You can once again buy the AirPods 4 for less than $90

We saw a ton of great Apple deals during Prime Day, most of which have disappeared. It’s okay if you missed out, though, as some of our favorite deals like the M2 MacBook Air have either stuck around or have returned, like the low price on Apple’s entry-level AirPods 4. Right now, you can pick up a pair for just $89.99 ($40 off) at Amazon, Best Buy, and Walmart, which is $1 shy of their all-time best price. Alternatively, you can buy the model with active noise cancellation for $119.99 ($60 off)

Nintendo Switch 2 account bans continue: warning after buying old copy of Bayo 3

A Switch 2 owner has had their console “restricted by Nintendo” after installing a Switch game they bought on the used market. Quinn Nelson, the creator behind popular YouTube channel Snazzy Labs, fell foul to the long arm of Nintendo law, and now assumes the “old copy of Bayo 3 on eBay” they bought must have been dumped/ripped by its previous owner and got flagged by big N’s anti-piracy servers. PSA: be EXTREMELY careful buying used Nintendo Switch games. Bought an old copy of Bayo 3 on eBay a

All AI models might be the same

Project CETI is a large-scale effort to decode whale speech. If AI models do learn a universal language, we might be able to use it to talk to whales. Growing up, I sometimes played a game with my friends called “Mussolini or Bread.” It’s a guessing game, kind of like Twenty Questions. The funny name comes from the idea that, in the space of everything, ‘Mussolini’ and ‘bread’ are about as far away from each other as you can get. One round might go like this: Is it closer to Mussolini or bre

What's going on with gene therapies?

Tree of Hope, Remain Strong (1946) by Frida Kahlo First attempts in a new field of medicine rarely go according to plan. On September 14, 1990, Dr. William French Anderson and his team at the National Institute of Health (NIH) performed the first official gene therapy trial. The patient, a 4-year-old Ashanti deSilva, suffered from a rare genetic disease called adenosine deaminase (ADA) deficiency, a form of severe combined immune deficiency (SCID). Children with ADA-SCID rarely make it to adult

All AI Models Might be The Same

Project CETI is a large-scale effort to decode whale speech. If AI models do learn a universal language, we might be able to use it to talk to whales. Growing up, I sometimes played a game with my friends called “Mussolini or Bread.” It’s a guessing game, kind of like Twenty Questions. The funny name comes from the idea that, in the space of everything, ‘Mussolini’ and ‘bread’ are about as far away from each other as you can get. One round might go like this: Is it closer to Mussolini or bre

Fighting AI with AI, finance firms prevented $5 million in fraud - but at what cost?

d3sign/Getty Imageds When most people think of AI, the first thing that probably comes to mind isn't superintelligence or the promise of agents to boost productivity, but scams. There've always been fraudsters among us, that small percentage of the population who'll use any means available to swindle others out of their money. The proliferation of advanced and easily accessible generative AI tools in recent years has made such nefarious activity exponentially easier. Also: Meet ChatGPT agent,