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Mangle – a language for deductive database programming

Mangle Mangle is a programming language for deductive database programming. It is an extension of Datalog, with various extensions like aggregation, function calls and optional type-checking. Deductive database programming is useful for bringing data from multiple data sources together since it enables us to represent and query that data in a uniform way. It can also be used to model domain knowledge, similar to machine-readable ontology but without being restricted to binary predicates. Data

Best Teeth Whitening Kits You Should Check Out In 2025

Teeth whitening kits aren't exactly what most people would call riveting. I must say I was blown away by the entire Smile Brilliant process and package. I wasn't aware you could get custom-fitted whitening trays anywhere other than a dentist's office, but you can with Smile Brilliant. Wearing these whitening trays is just like wearing a retainer. They fit perfectly to your teeth because they're designed using putty impressions you make of your teeth. The process works like this: You order a kit

A Visual Exploration of Gaussian Processes (2019)

Even if you have spent some time reading about machine learning, chances are that you have never heard of Gaussian processes. And if you have, rehearsing the basics is always a good way to refresh your memory. With this blog post we want to give an introduction to Gaussian processes and make the mathematical intuition behind them more approachable. Gaussian processes are a powerful tool in the machine learning toolbox . They allow us to make predictions about our data by incorporating prior kno

MS-DOS development resources

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Llama-Scan: Convert PDFs to Text W Local LLMs

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Comparison of different C libraries providing generic containers capabilities

Introduction The goal of this project is to compare several C libraries that provide some STL like capabilities of the C++ (container template) but are targeting classic C language. A STL like library for C is a C library providing several classic generic containers for the C language, like vector, list, sorted set, unordered_map, and so on. A small benchmark to compare their performance is includes in the bench directory. To do this, the same simple programs will be implemented by the librar

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

Passive Microwave Repeaters

>>> 2025-08-16 passive microwave repeaters (PDF) One of the most significant single advancements in telecommunications technology was the development of microwave radio. Essentially an evolution of radar, the middle of the Second World War saw the first practical microwave telephone system. By the time Japan surrendered, AT&T had largely abandoned their plan to build an extensive nationwide network of coaxial telephone cables. Microwave relay offered greater capacity at a lower cost. When Japan

For Iris Murdoch, morality is about love, not duties and rules

Being in love is one of the most profound experiences we can have, one that can powerfully move us and irrevocably change the way we see ourselves, one another, and even the wider world. Literature and film often explore romantic love’s capacity to move us and radically alter our world (think of Romeo and Juliet, for instance), but this experience is not limited to romantic love: parents sometimes speak of experiencing overwhelming love at the first sight of their children, for example. On the

Tversky Neural Networks

Authors: Moussa Koulako Bala Doumbouya, Dan Jurafsky, Christopher D. Manning Paper: https://arxiv.org/abs/2506.11035 Once a year, some interesting architecture inevitably appears where they change some fundamental building block. This happened with KAN last year, where they changed the parameterization of the neuron activation function (though it's unclear what the outcome is after a year — many follow-up works seem to have appeared, but KANs haven't displaced anyone anywhere yet). The same is

Celebrating 50 years of The Rocky Horror Picture Show

When The Rocky Horror Picture Show premiered in 1975, no one could have dreamed that it would become the longest-running theatrical release film in history. But that's what happened. Thanks to a killer soundtrack, campy humor, and a devoted cult following, Rocky Horror is still a mainstay of midnight movie culture. In honor of its 50th anniversary, Disney/20th Century Studios is releasing a newly restored 4K HDR version in October, along with deluxe special editions on DVD and Blu-ray. And the f

Teens Keep Being Hospitalized After Talking to AI Chatbots

Content warning: this story includes discussion of self-harm and suicide. If you are in crisis, please call, text or chat with the Suicide and Crisis Lifeline at 988, or contact the Crisis Text Line by texting TALK to 741741. It's the dawn of a new era for the internet in 2025. Thanks to the incredible advances of artificial intelligence, the internet as we know it is rapidly transforming into a treasure trove of hyper-optimized content over which massive bot armies fight to the death, resultin

Good system design

I see a lot of bad system design advice. One classic is the LinkedIn-optimized “bet you never heard of queues” style of post, presumably aimed at people who are new to the industry. Another is the Twitter-optimized “you’re a terrible engineer if you ever store booleans in a database” clever trick. Even good system design advice can be kind of bad. I love Designing Data-Intensive Applications, but I don’t think it’s particularly useful for most system design problems engineers will run into. Wha

The Oura Ring Targets Perimenopausal and Pregnant Members With New and Upgraded Features

The Oura Ring upgraded its existing features to better assist you if you're pregnant or perimenopausal. Oura is well known for its holistic sleep and wellness insights and already supports pregnant individuals, but this upgrade improves its data insights. The Ring can now help you look at everything from the gestational stages, trends related to temperature, resting heart rate, heart rate variability and more. Oura's traditional data markers based on readiness, sleep, rest mode and recovery mod

How a mysterious particle could explain the Universe’s missing antimatter

Everything we see around us, from the ground beneath our feet to the most remote galaxies, is made of matter. For scientists, that has long posed a problem: According to physicists’ best current theories, matter and its counterpart, antimatter, ought to have been created in equal amounts at the time of the Big Bang. But antimatter is vanishingly rare in the universe. So what happened? Physicists don’t know the answer to that question yet, but many think the solution must involve some subtle dif

I subscribe to Spotify, Apple Music, and Tidal, but keep coming back to YouTube Music for one reason

Dhruv Bhutani / Android Authority Thanos has his gemstones, and I have my music subscription services. I’ve subscribed to practically all the major streaming services. Spotify, Apple Music, Tidal — they all have their own unique strengths and quirks. Of course, I’ve tried to rationalize the cost by saying that I’m keeping my options open and that different services are good for different use cases, and even moods. Spotify Jam comes in clutch when I’m throwing a party. Other days, I want Apple M

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

Everything I know about good system design

I see a lot of bad system design advice. One classic is the LinkedIn-optimized “bet you never heard of queues” style of post, presumably aimed at people who are new to the industry. Another is the Twitter-optimized “you’re a terrible engineer if you ever store booleans in a database” clever trick. Even good system design advice can be kind of bad. I love Designing Data-Intensive Applications, but I don’t think it’s particularly useful for most system design problems engineers will run into. Wha

Russia Is Cracking Down on End-to-End Encrypted Calls

WIRED copublished an investigation this week with The Markup and CalMatters showing that dozens of data brokers have been hiding their opt-out and personal-data-deletion tools from Google Search, making it harder for people to find and utilize them. The report prompted US senator Maggie Hassan to demand accountability from the companies. WIRED also took a deep dive looking at what the data-analysis giant Palantir actually does. Reports this week that Russia was likely involved in, or entirely b

Laura Loomer and the limits of posting everything

For all the power she wields with the White House’s affairs, Laura Loomer does not have the traditional tools that her rivals in the MAGA influencer industrial complex have — the highest follower count, the most political power, the most internet platforms, etc. But the fact remains that she’s the influencer responsible for getting Donald Trump to fire over a dozen members of his administration (and counting) for the hazily-defined crime of being disloyal to MAGA. This is something that none of

Single Sign on for Furries

Single Sign On for Furries Published Today If I were to bootstrap a furry convention today for its first year, without writing any code, I'd probably start with a square store to handle both online and in person transactions, a custom domain, a social media account, and an email address for any business communications. Check in for pre-registrations will be clunky, but for a 100-300 attendance event, it should be feasible. Disclosure: I have no personal experience with Square. I know people t

AI is different

antirez 2 days ago. 20374 views. Regardless of their flaws, AI systems continue to impress with their ability to replicate certain human skills. Even if imperfect, such systems were a few years ago science fiction. It was not even clear that we were so near to create machines that could understand the human language, write programs, and find bugs in a complex code base: bugs that escaped the code review of a competent programmer. Since LLMs and in general deep models are poorly understood, and

The Folk Economics of Housing

Abstract Why is housing supply so severely restricted in US cities and suburbs? Urban economists offer two primary hypotheses: homeowner self-interest and political fragmentation. Homeowners, who outnumber and have organizational advantages over renters, are said to lobby against development to protect their property values. The fragmentation hypothesis emphasizes that development's negative externalities are borne locally while most of the benefits accrue regionally or nationally, leading local

Kyte, which billed itself as the ‘best competitor to Hertz,’ shuts down

Rental car startup Kyte has shut down nearly one year after slashing staff and exiting most of its cities in the United States. The company sold its customer list to Turo in July, and then turned right around and entered into a form of receivership in California, according to a notice that went out to Kyte creditors. Kyte fell behind on some of its loans earlier this year, according to the notice. That caused the company’s top lender to repossess and liquidate Kyte’s vehicle fleet. Kyte’s boar

YouTube Music just got a new podcast superpower that’s been a long time coming

TL;DR Google Podcasts used to offer the ability to remove gaps of silence from podcasts. When Podcasts was retired, YouTube Music did not offer a similar tool. Work on a “trim silence” option for YouTube Music was spotted last year, and the feature is finally available now. Progress is supposed to mean improvement, right? While we’re no strangers to seeing Google transform one app into another, merging features in the process, it’s extremely frustrating when we lose some functionality along t

I went off-grid with this $200 Android phone, and the night vision superpowers came in clutch

Blackview BV7300 ZDNET's key takeaways This ruggedized smartphone has a huge battery, a massive 800-lumen flashlight, and a night vision camera. The massive battery does make the handset weigh a hefty 2 pounds. The display can be a bit washed out in bright sunlight. View now at Amazon Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. I remember when smartphones started using the built-in flash as a flashlight -- it was quite revolutio

German court declares Karl Marx's teachings unconstitutional

A court in Hamburg, Germany, has stated in the details of a ruling concerning a Karl Marx reading group that Marx’s teachings may be contrary to the “free democratic basic order.” On April 8, the “Marxist School of Politics and Culture Forum” (Masch) won its case against the State Office for the Protection of the Constitution (LfV) in the Hamburg Administrative Court. The court ruled that the authorities could no longer classify the Hamburg-based association as “left-wing extremist.” Masch had

Galaxy Watch Classic fan discovers bezel trick that looks like magic

Kaitlyn Cimino / Android Authority TL;DR A Reddit clip shows the Galaxy Watch 6 Classic’s bezel still works when held above the screen, thanks to magnetic sensing. The bezel uses a Hall sensor to detect changes in a magnetic field, rather than a mechanical connection. The same system is used on the latest Galaxy Watch 8 Classic. The rotating bezel is one of the Galaxy Watch Classic’s signature features, but it turns out that it doesn’t actually need to touch the smartwatch to work. It’s one

Apple TV+ premieres the first new Snoopy musical special in 37 years

As part of its exclusive deal with Peanuts, Apple TV+ today premieres Snoopy Presents: A Summer Musical. This is the latest original Snoopy special to air on the platform, and this one stands out as it is a song-filled musical. The last time Peanuts premiered a new musical episode was more than 37 years ago. The new special celebrates summer camp. Charlie Brown is trying to make his last year at camp as special as possible. Meanwhile, Snoopy and Woodstock find a treasure map that leads them on

Apple TV+ releases the first 'Peanuts' musical in 37 years

Apple is making good on its promise to release new Peanuts content with today's premiere of Snoopy Presents: A Summer Musical. It's the first Peanuts musical in 37 years, with the last one, Snoopy: The Musical, debuting way back 1988. The new cartoon introduces some catchy new songs (and a jazz piano score, of course) as Charlie Brown and friends attempt to save their beloved summer camp Cloverhill from destruction. The 40-minute special directed by Erik Wiese is centered around Charlie Brown's