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An AI-first program synthesis framework built around a new programming language

July 7, 2025 Volume 23, issue 3 PDF Unleashing the Power of End-User Programmable AI Creating an AI-first program Synthesis framework Erik Meijer As a demonstration of what can be accomplished with contemporary LLMs (large language models), this paper outlines the high-level design of an AI-first, program-synthesis framework built around a new programming language, Universalis, designed for knowledge workers to read, optimized for our neural computer (Automind; queue.acm.org) to execute,

End-User Programmable AI

July 7, 2025 Volume 23, issue 3 PDF Unleashing the Power of End-User Programmable AI Creating an AI-first program Synthesis framework Erik Meijer As a demonstration of what can be accomplished with contemporary LLMs (large language models), this paper outlines the high-level design of an AI-first, program-synthesis framework built around a new programming language, Universalis, designed for knowledge workers to read, optimized for our neural computer (Automind; queue.acm.org) to execute,

A love letter to my future employer (2020)

I didn’t expect the be confronted with it so soon, but week four of the Makers pre-course has guided me down the path of starting the first draft of my CV. I wasn’t ready for this. All the underlying thoughts I have had about myself and my abilities have been strapped to a Saturn V rocket and blasted into the forefront of my mind. I know this is Becky talking, but there is a huge part of Charlotte that agrees with her. Who the hell would ever want to hire me? For the majority of people who do

Mathematicians Startled by 17-Year-Old With Uncanny Abilities

A brilliant teen who honed her skills during the COVID-19 pandemic has solved one of math's most mysterious problems — and in doing so, become a rising star. As Quanta magazine reports, fledgling mathematician Hannah Cairo was just 17 when she disproved the Mizohata-Takeuchi conjecture, a decades-old proposition — in higher math, it's common for the suggestion that something is true based on observations to become a target for challenging formalized counter-proofs — dealing with waves on surfac

5 Chromecast TV features you're not taking advantage of (including this smart home trick)

Elyse Betters Picaro/ZDNET Since 2014, Google's Chromecast has been an affordable means for helping viewers turn their older model TVs into smart TVs, allowing them to stream content from their phones, tablets, and computers to a bigger screen. Also: Don't cancel Netflix yet: I used these secret codes to unlock the full catalog of shows Alas, the era of the Chromecast has come to an end. Google is replacing it with the Google TV Streamer, promising a faster processor, Thread and Matter integr

Microsoft pays record $17 million in bounties over the last 12 months

​Microsoft paid a record $17 million this year to 344 security researchers across 59 countries through its bug bounty program. Between July 2024 and June 2025, the researchers submitted a total of 1,469 eligible vulnerability reports, with the highest individual bounty reaching $200,000. These reports helped resolve more than 1,000 potential security vulnerabilities across various Microsoft products and platforms, including Azure, Microsoft 365, Dynamics 365, Power Platform, Windows, Edge, and

The Toyota Corolla of programming

In 1995, an otherwise unknown software developer released the first version of a new scripting language whose explicit aim was to make applications for this new platform called “The World Wide Web”. After starting as a small project, and thanks to the crazy dot-com years, it grew dramatically to become one of the most widely used programming languages of all time. After some stumbling first steps, it eventually got some sort of standardization in 1997, even reluctantly including some OOP feature

Why I'm Leaving NixOS After a Year?

Why I'm Leaving NixOS After a Year? Around a year ago, I published a blog post explaining my overall experience Switching from Arch to NixOS. You can read it if you’re interested in my early experiences, but, to give you a spoiler, that post ends with me saying: Unfortunately, though, I don’t think the benefits I’ve gotten in this one month of using NixOS so far justified the cost I’ve initially spent and continue to spend learning Nix and NixOS. — Ultimately, whether the benefits of learnin

The Fulbright Program: Chock Full of Bright Ideas

One of the most memorable events in my career so far was being selected as a host for the Fulbright Program. When Emily (Simons) approached me with her idea of applying for this type of scholarship, I was already blown away by her enthusiasm—but little did I imagine how immensely enriching her visit to the lab would turn out to be! We initially discussed a project aligned with our shared interest in healthcare topics; specifically, I proposed making Emily part of a planned project with cardiolo

Seed7 – The Extensible Programming Language

Welcome to the Seed7 Homepage Seed7 is a general purpose programming language designed by Thomas Mertes. It is a higher level language compared to Ada, C/C++ and Java. The Seed7 interpreter and the example programs are open-source software. There is also an open-source Seed7 compiler. The compiler translates Seed7 programs to C programs which are subsequently compiled to machine code. In Seed7 new statements and operators can be declared easily. Functions with type results and type parameters

IRS head says free Direct File tax service is 'gone'

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. The Trump administration may have just axed the IRS Direct File program. During a summit earlier this week, IRS Commissioner Billy Long said the free tax filing service is “gone,” adding that “big beautiful Billy wiped that out,” as reported earlier by Bloomberg

IRS head says free Direct File tax service is ‘gone’

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. The Trump administration may have just axed the IRS Direct File program. During a summit earlier this week, IRS Commissioner Billy Long said the free tax filing service is “gone,” adding that “big beautiful Billy wiped that out,” as reported earlier by Bloomberg

In Rare Spasm of Sanity, Pentagon Backtracks on Plan to Scuttle Storm Tracking

In a stunning reversal, the Pentagon said it will uphold a longstanding program that supplies critical hurricane data to federal forecasters—just days before it was set to end. The move follows outcry from meteorologists and public officials blindsided by the planned cancellation at the start of hurricane season. In June, the Navy’s Fleet Numerical Meteorology and Oceanography Center (FNMOC) announced it was shutting down the Defense Meteorological Satellite Program by Thursday, July 31. DMSP w

Microsoft now pays up to $40,000 for some .NET vulnerabilities

Microsoft has expanded its .NET bug bounty program and increased rewards to $40,000 for some .NET and ASP.NET Core vulnerabilities. Madeline Eckert, a senior program manager for Researcher Incentives and Bounty at Microsoft, stated that these changes aim to more accurately reflect the complexity involved in discovering and exploiting .NET vulnerabilities. "We're excited to announce significant updates to the Microsoft .NET Bounty Program. These changes expand the program's scope, simplify the

Space Force bets on commercial entrants in $4B satcom contest

American warfighters need jam-proof communications, and the Space Force is planning to spend hundreds of millions to ensure they have them. As part of that effort, the service established the Protected Tactical Satcom program to build out secure battlefield communications via satellites. The Space Force has already awarded contracts to defense primes Boeing and Northrop Grumman to develop prototype payloads for satellites heading to far-away geostationary orbit. Now, the program is entering a

Stanford’s Department of Management Science and Engineering

This month, a series of Poets&Quants articles spotlighted growing discontent among MBA students at Stanford Graduate School of Business, raising questions about how well traditional management education is adapting to an AI-driven economy. While few doubt the GSB’s capacity to evolve — it has done so time and again — the more quietly transformative story lies just one quad away, inside the Huang Engineering Center. There, an often-overlooked graduate program is quietly outpacing expectations a

Stanford’s Management Science and Engineering programs

This month, a series of Poets&Quants articles spotlighted growing discontent among MBA students at Stanford Graduate School of Business, raising questions about how well traditional management education is adapting to an AI-driven economy. While few doubt the GSB’s capacity to evolve — it has done so time and again — the more quietly transformative story lies just one quad away, inside the Huang Engineering Center. There, an often-overlooked graduate program is quietly outpacing expectations a

The Secret Stanford Program No One's Heard About

This month, a series of Poets&Quants articles spotlighted growing discontent among MBA students at Stanford Graduate School of Business, raising questions about how well traditional management education is adapting to an AI-driven economy. While few doubt the GSB’s capacity to evolve — it has done so time and again — the more quietly transformative story lies just one quad away, inside the Huang Engineering Center. There, an often-overlooked graduate program is quietly outpacing expectations a

KernelScript eBPF-centric programming language

KernelScript ⚠️ Beta Version Notice KernelScript is currently in beta development. The language syntax, APIs, and features are subject to change at any time without backward compatibility guarantees. This software is intended for experimental use and early feedback. Production use is not recommended at this time. A Domain-Specific Programming Language for eBPF-Centric Development KernelScript is a modern, type-safe, domain-specific programming language that unifies eBPF, userspace, and kernel

OCaml Programming: Correct and Efficient and Beautiful

OCaml Programming: Correct + Efficient + Beautiful# A textbook on functional programming and data structures in OCaml, with an emphasis on semantics and software engineering. This book is the textbook for CS 3110 Data Structures and Functional Programming at Cornell University. A past title of this book was “Functional Programming in OCaml”. Spring 2025 Edition. Videos. There are over 200 YouTube videos embedded in this book. They can be watched independently of reading the book. Start with t

Why I do programming

This piece was inspired by this post by Aaron Boodman. I remember myself as a calm, quiet kid, happiest when I had a bunch of wires in my hands. My parents used to give them to me as toys along with a screwdriver and an old cassette player I could take apart and try to put back together. I was three years old. I didn’t know what I was doing, but I loved the feeling of exploring the insides of a machine, trying to understand how it works. In first grade, I was introduced to MS-DOS and Logo with

How to use AppleCare One with the iPhone Upgrade Program

Earlier this week, Apple announced an all-new AppleCare One subscription service. AppleCare One lets you get AppleCare coverage on up to three devices for $20 per month. Dan Moren at Six Colors got the answer to a something I’d been wondering: can AppleCare One coexist with the iPhone Upgrade Program? One of the nice benefits of the iPhone Upgrade Program is that you pay a single monthly fee to get a new iPhone each year and AppleCare coverage. Apple spokesperson Anna Mitchell confirmed to Si

There is no memory safety without thread safety

There is no memory safety without thread safety Memory safety is all the rage these days. But what does the term even mean? That turns out to be harder to nail down than you may think. Typically, people use this term to refer to languages that make sure that there are no use-after-free or out-of-bounds memory accesses in the program. This is then often seen as distinct from other notions of safety such as thread safety, which refers to programs that do not have certain kinds of concurrency bugs

“Dynamic programming” is not referring to “computer programming”

When seeing the phrase “dynamic programming” in an algorithms class or leetcode study guide, the first question people ask is “what does ‘dynamic’ mean in this context?”. The key question is instead “what does ‘programming’ mean in this context?”, because it does not mean “computer programming”. Instead it refers to, as the Oxford English Dictionary puts it, programming. n. 4. Planning carried out for purposes of control, management, or administration. So really, it’s closer to “TV programmi

“Dynamic Programming” is not referring to “computer programming”

When seeing the phrase “dynamic programming” in an algorithms class or leetcode study guide, the first question people ask is “what does ‘dynamic’ mean in this context?”. The key question is instead “what does ‘programming’ mean in this context?”, because it does not mean “computer programming”. Instead it refers to, as the Oxford English Dictionary puts it, programming. n. 4. Planning carried out for purposes of control, management, or administration. So really, it’s closer to “TV programmi

The borrowchecker is what I like the least about Rust

Written 2025-07-18 Among the 2010's cohort of programming languages, Rust is probably the most widely lauded. The main selling point of Rust is that it manages to combine speed and low-level control with a high level of bug-resistance, more commonly referred to as safety. The main innovation of Rust - really, its claim to fame - is its borrowchecker: the part of its compiler that enforces Rust's ownership rules and thereby allows Rust to achieve all the memory safety that garbage collected lan

Low-Income Internet Guide for All 50 States

A recent CNET survey found that 63% of Americans paid more for home internet last year than the previous year. In addition, the Affordable Connectivity Program came to a halt in 2024, leaving 23 million households without a suitable alternative to low-income internet accessibility. Many households were in rural areas with limited internet options, and nearly half were military families. In the wake of the loss of the ACP, many internet service providers, including CenturyLink, Google Fiber and

RFK Jr. wants to change program that stopped vaccine makers from leaving US market

This story was originally published by ProPublica. Five months after taking over the federal agency responsible for the health of all Americans, Robert F. Kennedy Jr. wants to overhaul an obscure but vital program that underpins the nation’s childhood immunization system. Depending on what he does, the results could be catastrophic. In his crosshairs is the Vaccine Injury Compensation Program, a system designed to provide fair and quick payouts for people who suffer rare but serious side effe

ESA’s Moonlight programme: Pioneering the path for lunar exploration (2024)

Applications ESA's Moonlight programme: Pioneering the path for lunar exploration 15/10/2024 10144 views 62 likes Imagine a near future where services such as satellite navigation, video conferencing, and file sharing are as seamless on the Moon as they are on Earth. That’s the vision of ESA’s Moonlight programme, which aims to establish Europe’s first-ever dedicated satellite constellation for telecommunication and navigation services for the Moon. With over 400 planned lunar missions by spac