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Meet Macroscope: an AI tool for understanding your code base, fixing bugs

The founders who previously sold their livestreaming video startup Periscope to Twitter are back with a new startup — and no surprise, it’s an AI-focused company this time around. On Wednesday, former Twitter head of product Kayvon Beykpour announced the launch of Macroscope, an AI system aimed at developers and product leaders that summarizes updates to a codebase and catches bugs, among other things. The startup was co-founded by Beykpour, now Macroscope CEO, in July 2023, along with childho

Ten years after selling Periscope to Twitter, startup's co-founder raises $40 million for Macroscope

It's been a decade since Kayvon Beykpour sold Periscope to Twitter for a reported $100 million, allowing the social media site to jump into livestreaming. Twitter shuttered Periscope in 2021, and the parent company, now called X and owned by Elon Musk, gravitated to a live events product called Spaces. Meanwhile, Beykpour, who spent seven years at Twitter after the acquisition, is back with Macroscope. He said on Wednesday that he's raised $40 million from venture investors, including GV (form

This smartphone telescope brought tears to my eyes with stunning photos - how it works

Vaonis Hestia ZDNET's key takeaways The Vaonis Hestia is a smartphone telescope device that retails for $300. The Hestia does well at capturing detailed photos of planets and the stars, and an intuitive app helps guide you. It is an expensive device that takes some getting used to, and the better smartphone camera you have, the better quality photos you will get. $299 at B&H Photo-Video Amidst all the doomscrolling, TV binging, and overworking, we've forgotten to look up at the sky every once

Close the loop: analytics that teach your chatbot to fix itself

Many chatbots stall for the same reason. Unanswered questions build up and nothing changes. Teams ship a release and move on. Users try again and give up. The way out is simple. Treat every miss as a signal. Capture it in a standard way. Decide whether it was noise or a real gap. Turn real gaps into small updates in guardrails or knowledge. Run that loop every week. Measure how fast it moves. Results improve without bigger models. Start with lean instrumentation Analytics only works if the tra

Full Moon: Seestar S50 vs. Samsung S25

The full moon is one of those sights that almost begs to be photographed, no matter what camera you’re using. Most of the time, that means a smartphone, and to be fair, modern phones are excellent at handling bright subjects like the moon. Of course, a telescope should reveal far more than a phone camera, but I wanted to see just how big that difference really is. So last night, under clear skies, I took two photos. Seestar S50 smart telescope : designed for astrophotography, with a larger ape

Scientists Boast That Their AI-Powered Stethoscope Only Fails Two-Thirds of the Time

A team of researchers in the UK say their AI-powered stethoscope can detect three different heart conditions in just 15 seconds. It's also, they readily admit, horrendously inaccurate. Placed over the chest, the "smart" gizmo analyzes the rhythms of the heartbeat and blood flow that're undetectable to the human ear, while also performing a quick electrocardiogram, or ECG, which is a test that gauges your heart's electrical activity. Then, all that info is packaged and sent "securely" to the c

RFC 8594: The Sunset HTTP Header Field (2019)

Internet Engineering Task Force (IETF) E. Wilde Request for Comments: 8594 May 2019 Category: Informational ISSN: 2070-1721 The Sunset HTTP Header Field Abstract This specification defines the Sunset HTTP response header field, which indicates that a URI is likely to become unresponsive at a specified point in the future. It also defines a sunset link relation type that allows linking to resources providing information about an upcoming resource or service sunset. Status of This Memo This docume

RFC 8594: The Sunset HTTP Header Field

Internet Engineering Task Force (IETF) E. Wilde Request for Comments: 8594 May 2019 Category: Informational ISSN: 2070-1721 The Sunset HTTP Header Field Abstract This specification defines the Sunset HTTP response header field, which indicates that a URI is likely to become unresponsive at a specified point in the future. It also defines a sunset link relation type that allows linking to resources providing information about an upcoming resource or service sunset. Status of This Memo This docume

Galileo’s telescopes: Seeing is believing (2010)

Four hundred years ago, Galileo Galilei (1564-1642) was in a state of anxiety. In January, he had discovered four moons orbiting Jupiter. In March, he had published this and other remarkable discoveries made with his improved telescope in Sidereus Nuncius (‘The Starry Messenger’). But by the summer, he was becoming profoundly alarmed. He had offered philosophers and mathematicians in Venice, Padua, Florence, Pisa and Bologna the chance to look through his telescope and confirm his discoveries. S

We keep reinventing CSS, but styling was never the problem

We Keep Reinventing CSS, but Styling Was Never the Problem We’ve been building for the web for decades. CSS has had time to grow up, and in many ways, it has. We’ve got scoped styles, design tokens, cascade layers, even utility-first frameworks that promise to eliminate bikeshedding entirely. And yet, somehow, every new project still begins with a shrug and the same old question: “So… how are we styling things this time?” It’s not that we lack options. It’s that every option comes with trade

Scientists and engineers craft radio telescope bound for the moon

Scientists and Engineers Craft Radio Telescope Bound for the Moon With all major telescope components completed, the Lunar Surface Electromagnetics Experiment-Night is now undergoing final assembly enlarge LuSEE-Night undergoes final assembly at the Space Sciences Laboratory, following the completion of all major components by Brookhaven Lab and other collaborators. (Space Sciences Laboratory) UPTON, N.Y. — The U.S. Department of Energy’s (DOE) Brookhaven National Laboratory has completed the

Astronomical Telescope “Hadley” – an easy assembly, high performance Newtonian

You can now purchase screw/mirror kits at Kissner Optik. Official Discord server here. New instruction manual is here! See “other files.” I recommend the Hill Mount, Marci Mount or EMT remix over the one featured here. Wooden ones still are the best, but these pipe mounts are excellent, especially paired with a wooden friction bearing. Metric users: click here, and see other remixes. Lastly, never point one of these at the sun - it can melt your eyes. Featured in Sky and Telescop

Astronomical Telescope "Hadley" – an easy assembly, high performance Newtonian

You can now purchase screw/mirror kits at Kissner Optik. Official Discord server here. New instruction manual is here! See “other files.” I recommend the Hill Mount, Marci Mount or EMT remix over the one featured here. Wooden ones still are the best, but these pipe mounts are excellent, especially paired with a wooden friction bearing. Metric users: click here, and see other remixes. Lastly, never point one of these at the sun - it can melt your eyes. Featured in Sky and Telescop

The U.S. Could Lose a Crucial Futuristic Telescope to Spain if Trump’s Budget Passes

Spain has offered to spend up to €400 million ($471 million) to host the Thirty Meter Telescope, an enormous observatory project facing imminent cancellation due to U.S. budget constraints. If Spain strikes a deal, the TMT would be built on La Palma in the Canary Islands rather than on Mauna Kea, a mountain in Hawaii. In 2016, La Palma became the backup location for the observatory in case the primary site in Hawaii didn’t work out as an option, according to the TMT International Observatory. N

James Webb Spots Planets Forming Into Solar System in Real Time, Like an Organism's First Cells

Astronomers have spotted a planetary system being conceived from the swirl of gas and dust surrounding a star — giving us an unprecedented, real-time look at how our solar system would've formed some 4.6 billion years ago. The findings, published as a study in the journal Nature, are the first time we're seeing such an early stage of planets being formed anywhere in the cosmos. "We've captured a direct glimpse of the hot region where rocky planets like Earth are born around young protostars,"

Tuesday Telescope: Webb and Hubble team up to reveal spectacular star clusters

Welcome to the Tuesday Telescope. There is a little too much darkness in this world and not enough light—a little too much pseudoscience and not enough science. We’ll let other publications offer you a daily horoscope. At Ars Technica, we’ll take a different route, finding inspiration from very real images of a universe that is filled with stars and wonder. Open clusters of stars—which consist of dozens up to a few thousand stars—are an interesting tool for astronomers to study the Universe. T

Is it possible to play doom on an oscilloscope using only lissajous figures?

Getting a piece of electronics to run doom (1993) is a classic project in hobby electronics, and so far people have gotten doom to run on pretty much anything, including analog oscilloscopes. However, in all cases that I have seen, the only part of the oscilloscope that is really "running" doom is the CRT display, which is hooked directly to an external computer a la 90's game consoles.Meanwhile, people also have managed to get analog oscilloscopes to display some pretty extraordinary and dynami

Atomic "Bomb" Ring from KiX, 1947 (2020)

Release date: 1947 | Where to purchase: eBay 1947 | “It’s a seething scientific sensation!” In 1947, General Mills’ KiX cereal brand offered the Atomic “Bomb” Ring as a premium in exchange for 15 cents plus a cereal box top. Also known as the Lone Ranger Atomic Bomb Ring, it was a reflection of the public’s preoccupation with the power and potential of atomic energy at the time. The ring had an adjustable gold-coloured band with lightning-blast explosions on its sides. An aluminum warhead was

Atomic "Bomb" Ring from KiX (1947)

Release date: 1947 | Where to purchase: eBay 1947 | “It’s a seething scientific sensation!” In 1947, General Mills’ KiX cereal brand offered the Atomic “Bomb” Ring as a premium in exchange for 15 cents plus a cereal box top. Also known as the Lone Ranger Atomic Bomb Ring, it was a reflection of the public’s preoccupation with the power and potential of atomic energy at the time. The ring had an adjustable gold-coloured band with lightning-blast explosions on its sides. An aluminum warhead was

NASA’S James Webb Space Telescope has captured its first direct image of an exoplanet

NASA’S James Webb Space Telescope has captured direct images of a planet outside of our solar system, which is the first time it has accomplished such a feat. This is a very big deal because exoplanets don't put out much light, so researchers typically discover new planets through indirect methods like keeping track of shadows as they pass across a host star. Webb, however, didn't have to do all that. It has directly captured images of a planet called TWA 7 b . Scientists believe the planet is

Tuesday Telescope: A new champion enters the ring

Welcome to the Tuesday Telescope. There is a little too much darkness in this world and not enough light—a little too much pseudoscience and not enough science. We’ll let other publications offer you a daily horoscope. At Ars Technica, we’ll take a different route, finding inspiration from very real images of a universe that is filled with stars and wonder. After a decade of construction a large new reflecting telescope publicly released its first images on Monday, and they are nothing short of

The Largest Camera Ever Built Releases Its First Images of the Cosmos

Perched atop the Cerro Pachón mountain in Chile, 8,684 feet high in the Atacama Desert, where the dry air creates some of the best conditions in the world to view the night sky, a new telescope unlike anything built before has begun its survey of the cosmos. The Vera C. Rubin Observatory, named for the astronomer who discovered evidence of dark matter in 1978, is expected to reveal some 20 billion galaxies, 17 billion stars in the Milky Way, 10 million supernovas, and millions of smaller objects

First celestial image unveiled from revolutionary telescope

First celestial image unveiled from revolutionary telescope 4 hours ago Share Save Ione Wells South America correspondent Georgina Rannard Science correspondent Share Save NSF-DOE Vera C. Rubin Observatory The first image revealed by the Vera Rubin telescope shows the Trifid and Lagoon nebulae in stunning detail A powerful new telescope in Chile has released its first images, showing off its unprecedented ability to peer into the dark depths of the universe. In one picture, vast colourful gas