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PFP: A Probabilistic Functional Programming Library for Haskell (2006)

A Probabilistic Functional Programming Library for Haskell Version: June 2006 Distributions can represent events, such as the roll of a die or the flip of a coin. For example, or example, the outcome of a die roll can be expressed as follows. die :: Dist Int die = uniform [1..6] die > die 1 16.7% 2 16.7% 3 16.7% 4 16.7% 5 16.7% 6 16.7% uniform uniform succOrId x = uniform [x, x+1] choose succOrId x = choose 0.5 x (x+1) droll = die >>= succOrId droll = do d <- die succOrId d To use t

6NF File Format

Filename Extension: .6nf 1. Introduction 6NF File Format is a new bitemporal, sixth-normal-form (6NF)-inspired data exchange format designed for DWH and for reporting. It replaces complex hierarchical formats like XBRL, XML, JSON, and YAML. 2. Design Principles Database Friendly Flat Structure : No nested objects or arrays. No need for parsing 6NF Compatibility : Direct mapping to 6NF database tables. No need for normalization Bitemporal Database Compatibility : All data includes valid_fro

Vector search on our codebase transformed our SDLC automation

Grounding AI in Reality: How Vector Search on Our Codebase Transformed Our SDLC Automation Antony Brahin 6 min read · 1 day ago 1 day ago -- Listen Share By: Antony Brahin In software development, the process of turning a user story into detailed documentation and actionable tasks is critical for success. However, this manual process can often be a source of inconsistency and a significant time investment. I was driven to see if I could streamline and elevate it. The journey from a user story

Topics: ai api azure search tasks

Voyager – An interactive video generation model with realtime 3D reconstruction

中文阅读 We introduce HunyuanWorld-Voyager, a novel video diffusion framework that generates world-consistent 3D point-cloud sequences from a single image with user-defined camera path. Voyager can generate 3D-consistent scene videos for world exploration following custom camera trajectories. It can also generate aligned depth and RGB video for efficient and direct 3D reconstruction. Sep 2, 2025: 👋 We release the code and model weights of HunyuanWorld-Voyager. Download. Join our Wechat and Discor

Writing a C compiler in 500 lines of Python (2023)

Writing a C compiler in 500 lines of Python Posted August 30, 2023 A few months ago, I set myself the challenge of writing a C compiler in 500 lines of Python , after writing my SDF donut post. How hard could it be? The answer was, pretty hard, even when dropping quite a few features. But it was also pretty interesting, and the result is surprisingly functional and not too hard to understand! There's too much code for me to comprehensively cover in a single blog post , so I'll just give an ove

Topics: code emit i32 lexer type

Speeding up PyTorch inference on Apple devices with AI-generated Metal kernels

Speeding up PyTorch inference by 87% on Apple devices with AI-generated Metal kernels tl;dr: Our lab investigated whether frontier models can write optimized GPU kernels for Apple devices to speed up inference. We found that they can: our AI-generated Metal kernels were 1.87x faster across 215 PyTorch modules, with some workloads running hundreds of times faster than baseline. Why use AI to generate kernels for Apple devices? AI models execute on hardware via GPU kernels that define each oper

Amazon Finally Confirms Sophie Turner as Lara Croft in ‘Tomb Raider’ Series

In a not-so-surprising announcement, Amazon MGM Studios has named the star of its long-gestating Tomb Raider series: Sophie Turner. The lack of shock is because Turner was known to be “nearly set” to sign on as Lara Croft, according to reports from November of last year. Those same reports noted that Turner had been chosen over the other contender, Bohemian Rhapsody‘s Lucy Boynton, but that the deal wasn’t yet official. Now, Variety confirms that not only is Turner set for the part, but also th

Trump’s New History Exhibit Features Fake Quotes From AI-Generated Founding Fathers

The White House recently commissioned a new history exhibit in Washington, D.C. created by the far-right “education” group PragerU. The exhibit features 82 paintings and 40 AI videos, presenting a rather distorted view of America’s founding. The AI-generated videos even include fake quotes from the founding fathers, including one that seems like a joke. But the folks at PragerU are serious about their mission, even if the intention is to own the libs. What kind of quotes are we talking about?

‘007 First Light’ Looks Like Bond’s Promising Return to Gaming

A few months ago, we got our first look at 007 First Light, the first James Bond video game in over a decade. Now that we know we’ll be playing a young 20-something Bond on the path to earning his license to kill and 00 status, developer IO Interactive has given its latest project a fuller reveal ahead of its March 2026 launch. First Light contains a blend of action and stealth gameplay with moments of opportunity for Bond (voiced by Patrick Gibson of Dexter: Original Sin) to be a sneaky secret

Samsung’s New Sound Tower Speaker Is for Party Animals Only

IFA 2025 has already brought us a lot of gadgets, including AirPods Max chargers, Whoop-killing fitness bands, business laptops that can game, and even a cassette-playing Bluetooth boombox, but it’s been a fruitful event for one demographic in particular: party people. First, JBL announced its first battery-powered party speaker, the PartyBox 720, and now Samsung is getting in on the action with its Sound Tower speaker. The Sound Tower ST50F and ST40F are Samsung’s latest entrants into the part

The 2 Big Reasons People Avoid Meal Kits No Longer Apply

Meal kits have evolved dramatically in the 13 years since Blue Apron launched in the US. Today, nine major meal kit services operate across the country and their convenient dinner packages have become comparatively cheaper and better suited to people with dietary restrictions. Increased competition has brought variety and consumer-friendly makeovers to meal delivery services, but much of the population is still skeptical. In a recent CNET survey of more than 2,600 US adults, most of those who h

$7,500 EV Tax Credit Will Vanish in Weeks, but a New IRS Rule Eases the Deadline

If you're thinking about purchasing an electric vehicle and can make up your mind in the next few weeks, it could save you thousands of dollars. As part of the "Big Beautiful Bill" that was signed into law on July 4, 2025, the federal EV tax credit that was previously scheduled to expire in 2032 will now end on Sept. 30, 2025. The tax credit provides up to $7,500 back on purchases of new EVs, or up to $4,000 for used electric vehicles. The move by congressional Republicans and signed by Presid

Topics: 000 500 80 credit ev

Judge: Google can keep Chrome, must share search data with “qualified competitors”

Google has avoided the worst-case scenario in the pivotal search antitrust case brought by the US Department of Justice. More than a year ago, the Department of Justice (DOJ) secured a major victory when Google was found to have violated the Sherman Antitrust Act. The remedy phase took place earlier this year, with the DOJ calling for Google to divest the market-leading Chrome browser, release data to competitors, and end many of its search distribution deals. The government is getting almost n

Mis-issued certificates for 1.1.1.1 DNS service pose a threat to the Internet

People in Internet security circles are sounding the alarm over the issuance of three TLS certificates for 1.1.1.1, a widely used DNS service from content delivery network Cloudflare and the Asia Pacific Network Information Centre (APNIC) Internet registry. The certificates, issued in May, can be used to decrypt domain lookup queries encrypted through DNS over HTTPS, a protocol that provides end-to-end encryption when end-user devices seek the IP address of a particular domain they want to acce

This Robot Only Needs a Single AI Model to Master Humanlike Movements

Atlas, the humanoid robot famous for its parkour and dance routines, has recently begun demonstrating something altogether more subtle but also a lot more significant: It has learned to both walk and grab things using a single artificial intelligence model. What is more, the robot’s single learning model is showing some tantalizingly “emergent” skills, like the ability to instinctively recover when it drops an item without having been trained to do so. Boston Dynamics, the company that makes A

The Best Bluetooth Speaker Is $20 Off

Trying to boost the volume at your end-of-summer parties? The JBL Flip 7 (9/10, WIRED Recommends) is discounted by $20 on Amazon, bringing the price down to just $130. That might not sound like a huge discount, but it brings it more in line with its competitors, and temporarily erases the price bump from the previous version. We've given high marks to several rounds of the JBL Flip series speakers, thanks to their great battery life, portable form factor, and impressive volume. JBL upgraded thi

A PlayStation game is now the best-selling game on Xbox

is a senior editor and founding member of The Verge who covers gadgets, games, and toys. He spent 15 years editing the likes of CNET, Gizmodo, and Engadget. If you ever doubted the “console wars” were over, here’s a new piece of data to consider: Helldivers 2, formerly console exclusive to Sony’s PS5, is currently the best-selling title on Xbox. In fact, it’s the first and third best-selling game, if you count its more premium edition, and it’s currently the ninth-most played game on the platfo

Pixel phones can now stream music for you and a friend at the same time

Pixel phones will now be able to stream audio to multiple headphones at once thanks to expanded Bluetooth LE Audio and Auracast support. If you have a Pixel 8 or newer, you’ll now be able to pair two headphones at a time. That means you can make your friend listen to the new Nourished by Time single with you on the bus, or catch up on Alien Earth with your significant other on a plane. You’ll be able to create a private broadcast and share it to multiple headphones with a QR code or using Fast

More Pixel phones are getting Google’s new look for Android

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Posts from this author will be added to your daily email digest and your homepage feed. This month’s Google Pixel drop includes a broader rollout of the company’s splashy UI revamp. Starting today, Google will bring its Material 3 Expressive design language to Pixel 6 devices and newer, in addition to the Pixel Tablet. Google first revealed the yo

Anker&#8217;s power bank with dual USB-C retractable cables is a great deal at $25 off

Posts from this author will be added to your daily email digest and your homepage feed. Anker’s Laptop Power Bank came to the rescue of my laptop and smartphone during a recent power outage. They were on the verge of dying, but its pair of retractable USB-C cables powered up my devices so I could keep working remotely. Since then, I carry it with me wherever I go, and it’s bailed me out time and again. If you need a powerful, portable charger, you can buy it for $94.49 ($25 off) at Amazon, Best

007 First Light looks like a hit, man

is a reporter who covers the business, culture, and communities of video games, with a focus on marginalized gamers and the quirky, horny culture of video game communities. Posts from this author will be added to your daily email digest and your homepage feed. IO Interactive, developers of the much-beloved Hitman series, showed off its latest title, 007 First Light during a special September State of Play. In it, instead of a bald Agent 47, you play a youthful and immaculately coiffed James Bo

Google brings Material 3 Expressive to Pixel 6 and newer devices, along with other features

Google announced on Wednesday that it’s bringing a slew of new features to the Android ecosystem and Pixel devices. The tech giant is introducing Material 3 Expressive to Pixel phones, Adaptive Audio for the Pixel Buds Pro 2, on-wrist navigation for the Pixel Watch, new AI writing tools in Gboard, enhanced audio sharing capabilities, the ability to create custom Android bots, and more. Starting Wednesday, Material 3 Expressive is coming to Pixel 6 and newer devices, as well as Pixel Tablet. Goo

SpaceX gets a green light to more than double its Florida launches

The world’s most-flown rocket may start flying even more. U.S. regulators have completed a key environmental review that paves the way for SpaceX to more than double the number of Falcon 9 launches from Florida’s Cape Canaveral Space Force Station. In addition to the annual launch increase from 50 launches to up to 120, the Federal Aviation Administration’s environmental review also approved a new on-site landing zone that could accommodate up to 34 booster landings per year. These boosters ar

M&S hackers claim to be behind Jaguar Land Rover cyber attack

M&S hackers claim to be behind Jaguar Land Rover cyber attack 52 minutes ago Share Save Joe Tidy Cyber correspondent, BBC World Service Share Save Getty Images A group of young English-speaking hackers are claiming to be behind the cyber attack which has halted the global production lines of Jaguar Land Rover (JLR). The group is bragging about the hack on the messaging app Telegram, sharing screenshots apparently taken from inside the car maker's IT networks. The gang is also responsible for

Apple has survived Trump's tariffs so far. It might raise iPhone prices anyway

Apple CEO Tim Cook (R) shakes hands with U.S. President Donald Trump during an event in the Oval Office of the White House on August 6, 2025 in Washington, DC. When Tim Cook gifted President Donald Trump a gold and glass plaque last month, the Apple CEO was hailed by Wall Street for his job managing the iPhone-maker's relationship with the White House. Cook, Wall Street commentators said, had largely navigated the threat of tariffs on Apple's business successfully by offering Trump an addition

AYN Odin 3 full specs revealed, including a surprise Ultra model

TL;DR AYN shared the full Odin 3 specs, confirming Snapdragon 8 Elite and other core hardware. Configurations range from 8GB/128GB up to an Ultra model with 24GB RAM and 1TB storage. The Indiegogo page is live for sign-ups and early-bird discounts, but there’s no pricing or release date yet. It’s only been a couple of days since AYN confirmed the Odin 3 will be the first Android handheld powered by Qualcomm’s new Snapdragon 8 Elite chip. That alone will make it one of the most powerful handhe

New Eero Signal promises to keep you connected during internet outages

Eero has announced a new Eero Signal product that it says will let you “say goodbye to internet outages.” “Eero Signal delivers cellular backup whenever your wired internet connection goes down,” the company explains. It’s available in both 4G LTE and 5G RedCap versions. In a press release announcing the news, Eero explained that Eero Signal can be connected to any USB-C Eero on your network to provide backup connectivity during an internet outage. The device has a built-in eSIM and “automatic

The first iPhone with all-screen display could arrive next year: report

The dream of an edge-to-edge iPhone display with no cutout could come true sooner than we thought. Per a new analyst report, next year’s iPhone Fold might be the first iPhone to move camera components under the display, thus offering a truly all-screen design. iPhone Fold expected to feature under-display front camera When Apple launched the iPhone X in 2017, it touted a “gorgeous all-glass design.” But as we all know, that design included a notch, which in 2022 shrank into the Dynamic Island.

The largest illegal sports streaming service has been shut down after sting operation

The sports broadcasting piracy network Streameast has been shut down after it was investigated for a year by a US-based anti-piracy group. Streameast is the largest illegal sports streaming platform in the world, and while active it offered its users free access to 80 unauthorised domains. This allowed people to pirate live soccer matches from the Premier League and Champions League, as well as NFL, NBA and MLB games. According to ACE, annual traffic to the site topped 1.6 billion visits. The A

US sues robot toy maker for exposing children's data to Chinese devs

The U.S. Department of Justice has sued toy maker Apitor Technology for allegedly allowing a Chinese third party to collect children's geolocation data without their knowledge and parental consent. A complaint filed by the Justice Department, following a notification from the Federal Trade Commission, alleges that Apitor violated the Children's Online Privacy Protection Rule (COPPA) by failing to notify parents or obtain their consent before collecting their children's location information. Ap