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Visualizations of Random Attractors Found Using Lyapunov Exponents

Random Attractors Found using Lyapunov Exponents Written by Paul Bourke October 2001 Contribution by Philip Ham: attractor.basic and Python implementation by Johan Bichel Lindegaard. This document is "littered" with a selection of attractors found using the techniques described. In order for a system to exhibit chaotic behaviour it must be non linear. Representing chaotic systems on a screen or on paper leads one to considering a two dimensional system, an equation in two variables. One poss

Suno’s upgraded AI music generator is technically impressive, but still soulless

When it’s not trying to fend off lawsuits from major record labels, Suno is still working on refining its AI music creation tool. The latest model, Suno v5, is an obvious technical improvement over its previous version, v4.5+. But it still can’t seem to escape the bland emptiness that pervades most AI art. There are some across-the-board upgrades in audio quality that are undeniable, like fewer artifacts and clearer separation between instruments. Some tracks produced using v4.5+ can smush all

Topics: like model suno v5 vocals

Record labels claim AI generator Suno illegally ripped their songs from YouTube

Posts from this author will be added to your daily email digest and your homepage feed. Major record labels have escalated their lawsuit against Suno, alleging that the AI startup knowingly pirated songs from YouTube to train its generative AI music models. In the amended complaint filed on September 19th, the Recording Industry Association of America (RIAA) accuses Suno of unlawfully “stream ripping” tracks on YouTube — a practice that involves turning content captured from streaming platforms

This Giant Subterranean Neutrino Detector Is Taking On the Mysteries of Physics

Located 700 meters underground near the city of Jiangmen in southern China, a giant sphere—35 meters in diameter and filled with more than 20,000 tons of liquid—has just started a mission that will last for decades. This is Juno, the Jiangmen Underground Neutrino Observatory, a new, large-scale experiment studying some of the most mysterious and elusive particles known to science. Neutrinos are the most abundant particles in the universe with mass. They are fundamental particles, meaning they d

This 2FA phishing scam pwned a developer - and endangered billions of npm downloads

Elyse Betters Picaro / ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways A phishing email was at the heart of the attack. NPM team quickly removed backdoored versions. 18 packages hit, with 2B+ downloads every week. A new digital supply chain attack has targeted popular open-source npm packages with at least two billion downloads per week. 'I've been pwned' On Sept. 8, Josh Junon, a package maintainer whose account was at the center of the attack, revealed

Massive Supply Chain Attack Targets Cryptocurrencies Through NPM

A phishing attack aimed at a particular software maintainer’s account has managed to compromise software packages that have over 2.6 billion weekly downloads. BleepingComputer, noting that the infection is being called the “largest supply chain attack in history.” The developer behind the software packages, identified as Josh Junon, was compromised via a phishing scheme targeting several blockchains, including Ethereum, Bitcoin, Solana, and Tron, The Register reports. Junon has been posting abo

Software packages with more than 2 billion weekly downloads hit in supply-chain attack

Hackers planted malicious code in open source software packages with more than 2 billion weekly updates in what is likely to be the world’s biggest supply-chain attack ever. The attack, which compromised nearly two dozen packages hosted on the npm repository, came to public notice on Monday in social media posts. Around the same time, Josh Junon, a maintainer or co-maintainer of the affected packages, said he had been “pwned” after falling for an email that claimed his account on the platform w

China Just Took the Hunt for Elusive ‘Ghost Particles’ to the Next Level

The elusive neutrino—a near massless particle with no charge—tests the limits of physicists’ creativity, but sometimes the answer is just to go big. And the biggest detector of them all has finally joined the search for the so-called “ghost particles.” After a decade of construction, China’s Jiangmen Underground Neutrino Observatory (JUNO) officially began taking data on August 26. The giant, spherical detector lies about 2,300 feet (700 meters) underground and collects antineutrino signals fro

This Giant Sphere Just Joined the Hunt for ‘Ghost Particles’

The elusive neutrino—a near massless particle with no charge—tests the limits of physicists’ creativity, but sometimes the answer is just to go big. And the biggest detector of them all has finally joined the search for the so-called “ghost particles.” After a decade of construction, China’s Jiangmen Underground Neutrino Observatory (JUNO) officially began taking data on August 26. The giant, spherical detector lies about 2,300 feet (700 meters) underground and collects antineutrino signals fro

One universal antiviral to rule them all?

For a few dozen people in the world, the downside of living with a rare immune condition comes with a surprising superpower—the ability to fight off all viruses. Columbia immunologist Dusan Bogunovic discovered the individuals’ antiviral powers about 15 years ago, soon after he identified the genetic mutation that causes the condition. At first, the condition only seemed to increase vulnerability to some bacterial infections. But as more patients were identified, its unexpected antiviral benef

One Universal Antiviral to Rule Them All?

For a few dozen people in the world, the downside of living with a rare immune condition comes with a surprising superpower—the ability to fight off all viruses. Columbia immunologist Dusan Bogunovic discovered the individuals’ antiviral powers about 15 years ago, soon after he identified the genetic mutation that causes the condition. At first, the condition only seemed to increase vulnerability to some bacterial infections. But as more patients were identified, its unexpected antiviral benef

NASA's Juno mission leaves legacy of science at Jupiter

The NASA spacecraft tasked with uncovering the secrets of Jupiter, king of the planets, is running out of time. The Juno probe has already survived far longer than anticipated—its path around the solar system’s largest planet has repeatedly flown it through a tempest of radiation that should have corroded away its instruments and electronics long ago. And yet here it is: one of the greatest planetary detectives ever built, still pirouetting around Jupiter, fully functional. But it may not be fo

NASA's Juno Mission Leaves Legacy of Science at Jupiter

The NASA spacecraft tasked with uncovering the secrets of Jupiter, king of the planets, is running out of time. The Juno probe has already survived far longer than anticipated—its path around the solar system’s largest planet has repeatedly flown it through a tempest of radiation that should have corroded away its instruments and electronics long ago. And yet here it is: one of the greatest planetary detectives ever built, still pirouetting around Jupiter, fully functional. But it may not be fo

Scientists Create Ultimate Antiviral Using Rare "Superpower" Genetic Mutation

Image by Getty / Futurism Genetics A rare genetic mutation that causes a deficiency in an immune regulator called ISG15 is known to make people more vulnerable to some bacterial infections and cause persistent inflammation — but it can unlock some unexpected antiviral "superpowers" as well. As detailed in a new study published in the journal Science Translational Medicine, a team of scientists led by Columbia University professor of pediatric immunology, Dusan Bogunovic, has developed a new an

Sharp Hubble Images Confirm 3I/Atlas as Comet

Astronomers at the Pan-STARRS Observatory in Hawaii made history in 2017 when they detected 'Oumuamua, the first interstellar object (ISO) ever observed. Two years later, the interstellar comet 2I/Borisov became the second ISO ever observed. And on July 1st, 2025, the Asteroid Terrestrial-impact Last Alert System (ATLAS) in Rio Hurtado detected a third interstellar object in our Solar System, the comet now known as 3I/ATLAS (or C/2025 N1 ATLAS). Like its predecessors, the arrival of this objec

In a world of vibe coding startups, Uno Platform is targeting enterprise developers

Amid the rise of new AI-powered low code developer tools aimed at hobbyists and non-technical folks, Uno Platform is doubling down on enterprise developers instead. Montreal-based Uno Platform offers a suite of enterprise-grade tools for developers to build cross-platform .NET applications that can be supported on Android, Apple, Linux, and Windows systems. Users code an application once and Uno Platform makes it easy to ship other types of applications from the existing codebase. “If you’re c

Congressperson Urges NASA to Send Its Jupiter Probe Chasing in Pursuit of the Weird Visitor Coming From Interstellar Space

Earlier this year, astronomers spotted a mysterious interstellar object, dubbed 3I/ATLAS, hurtling through the solar system at a blistering speed. It's only the third confirmed interstellar object to have ventured into our solar system — all over the past few years, owing to more sophisticated space-observing technology — and scientists are eager to have a closer look. Besides detailed observations by the Very Large Telescope in Chile and NASA's Hubble Space Telescope, Harvard astronomer and a

Existing NASA Spacecraft Could Intercept the Weird Interstellar Object Cruising Into Our Star System

Earlier this month, astronomers noticed a mysterious object speeding toward the inner solar system from outside of our star system. It's an exceedingly rare occurrence, marking only the third confirmed interstellar object to have ventured into our solar system, all of which have been detected since 2017. Harvard astronomer and alien hunter Avi Loeb was quick to raise the tantalizing — albeit admittedly far-fetched — possibility that the object, dubbed 3I/ATLAS, could have been an alien probe s

Topics: 3i atlas juno loeb object

The ‘Hail Mary’ That Saved NASA’s Juno Camera From Jupiter’s Radiation Hell

NASA’s Juno spacecraft, which launched in 2011 to investigate Jupiter’s origin and evolution, travels through the solar system’s most intense planetary radiation fields. When the spacecraft’s JunoCam—a color, visible-light camera—began to suffer the consequences in December 2023, the mission team back on Earth had to think of a remote fix before they lost their chance to photograph the Jovian moon, Io. A relatively simple process was ultimately what enabled the long-distance save: heating the i

Astronomers Detect Entirely New Type of Plasma Wave Above Jupiter’s North Pole

Since entering Jupiter’s orbit in 2016, NASA’s Juno spacecraft has been hard at work unveiling the many mysteries of our solar system’s largest planet. And its latest discovery may be one of the most intriguing yet: an entirely new type of plasma wave near Jupiter’s poles. In a paper published Wednesday in Physical Review Letters, astronomers describe an unusual pattern of plasma waves in Jupiter’s magnetosphere—a magnetic “bubble” shielding the planet from external radiation. Jupiter’s excepti

Suno snaps up WavTool for its AI music editing tools amid ongoing dispute with music labels

Suno, the AI music company currently in a legal battle with music labels, announced on Thursday the acquisition of WavTool, a browser-based AI digital audio workstation (DAW). This acquisition aims to improve Suno’s editing capabilities for songwriters and producers. WavTool, launched in 2023, offers several tools to musicians, such as stem separation, AI audio generation, and an AI music assistant. Suno will integrate WavTool’s technology into its new editing interface, which launched this mon