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Everything that could go wrong with X’s new AI-written community notes

Elon Musk's X arguably revolutionized social media fact-checking by rolling out "community notes," which created a system to crowdsource diverse views on whether certain X posts were trustworthy or not. But now, the platform plans to allow AI to write community notes, and that could potentially ruin whatever trust X users had in the fact-checking system—which X has fully acknowledged. In a research paper, X described the initiative as an "upgrade" while explaining everything that could possibl

Evidence of a 12,800-year-old shallow airburst depression in Louisiana

Introduction Cosmic airbursts and impacts produce a wide range of surface effects, with high-altitude airbursts, such as the 1908 Tunguska event, primarily generating blast damage without forming craters [1]. In contrast, low-altitude “touch-down” airbursts may induce surface melting, spherule formation, shocked quartz, and shallow cratering [2]. Due to preservation challenges, few airburst signatures are documented in the geologic record, limiting our understanding of these events. Here, we rep

New macOS malware targets crypto and Web3 startups with fake Zoom update

North Korean hackers are behind a new and unusually sophisticated macOS malware campaign that targets the crypto industry using fake Zoom invites. Here’s how it works. Dubbed “NimDoor” by researchers at SentinelLabs, the attack is more sophisticated than the typical macOS threat, and it chains together AppleScript, Bash, C++, and Nim to exfiltrate data and maintain access in compromised systems. Here’s SentinelLabs’ executive summary of the hack: DPRK threat actors are utilizing Nim-compiled

‘Jurassic World Rebirth’ Didn’t Always End That Way

Jurassic World Rebirth is now in theaters, and if you’ve seen it, you probably felt a little manipulated by the end. Not in a bad way necessarily, but in a way that felt somehow satisfying and also disappointing. You guessed what was going to happen but also kind of hoped it didn’t. Well, it turns out there’s a very, very good reason and story behind that. So, we asked the film’s director, Gareth Edwards, about it. Major spoilers below In Jurassic World Rebirth, as the group is getting ready to

Scientists Uncover Exercise Lifehack: Go to Bed

As if you needed another reason to envy—or loathe—morning people. Research this week shows that people who go to bed early are more likely to be physically active than those who crave the night. Scientists at Monash University in Australia led the study, which objectively examined people’s sleeping and exercise habits. Compared to late-night and typical sleepers, people who went to bed early tended to perform more physical activity the following day, they found. The findings also suggest that t

Invasion season 3 gets its first teaser and a premiere date on Apple TV+

The wait is almost over for sci-fi fans eager for the next chapter of Invasion, one of Apple’s bets in the genre. And alongside the premiere date, Apple TV+ just released the teaser for what’s to come. Here are the details. Invasion season 3 premieres August 22 Here is the first official teaser for Invasion season 3, which just dropped on the Apple TV+ YouTube channel: “Invasion” follows an alien invasion through different perspectives around the world. In season three, those perspectives col

Apple’s alien thriller Invasion is back for season 3 in August

In season 3, those perspectives collide for the first time, as the series’ main characters are brought together to work as a team on a critical mission to infiltrate the alien mothership. The ultimate apex aliens have finally emerged, rapidly spreading their deadly tendrils across our planet. It will take all our heroes working together, using all their experience and expertise, to save our species. New relationships are formed, old relationship are challenged and even shattered, as our internat

Qantas data breach sees up to 6M customer records at risk

A Qantas data breach resulting from a cybersecurity attack has put up to 6M customer records at risk of exposure, with names, email addresses, phone numbers, and dates of birth confirmed to be included. The hack was of a contact center database operated by one of the airline’s partners … Qantas says it is too early to determine how many customers have been affected, but says it expects it to be a “significant” proportion of the 6M total. On Monday, we detected unusual activity on a third party

Amazon deploys its 1 millionth robot in a sign of more job automation

Amazon announced Monday its millionth worker robot, and said its entire fleet will be powered by a newly launched generative artificial intelligence model. The move comes at a time when more tech companies are cutting jobs and warning of automation. The million robot milestone — which joins Amazon's global network of more than 300 facilities — strengthens the company's position as the world's largest manufacturer and operator of mobile robotics, Scott Dresser, vice president of Amazon Robotics,

Chipmakers get larger tax credits in Trump’s latest ‘big beautiful bill’

The latest version of U.S. President Donald Trump's "big beautiful bill" could make it cheaper for semiconductor manufacturers to build plants in the U.S. as Washington continues its efforts to strengthen its domestic chip supply chain. Under the bill, passed by the Senate Tuesday, tax credits for those semiconductor firms would rise to 35% from 25%. That's more than the 30% increase that had made it into a draft version of the bill. Companies eligible for the credits could include chipmakers

Qantas discloses cyberattack amid Scattered Spider aviation breaches

Australian airline Qantas disclosed that it detected a cyberattack on Monday after threat actors gained access to a third-party platform containing customer data. Qantas is Australia's largest airline, operating domestic and international flights across six continents and employing around 24,000 people. In a press release issued Monday night, the airline states that the attack has been contained, but a "significant" amount of data is believed to have been stolen. The breach began after a threa

Effectiveness of trees in reducing temperature, outdoor heat exposure in Vegas

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Effectiveness of trees in reducing temperature & outdoor heat exposure in Vegas

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RFK Jr.’s health department calls Nature “junk science,” cancels subscriptions

Scientists at several federal agencies are losing access to scientific literature published by Springer Nature, which produces the prestigious journal Nature among many other high-profile titles. That's according to a report Monday by Nature's news team, which is also published by Springer Nature, but is editorially independent. According to the news outlet, spokespeople for NASA and the US Department of Agriculture (USDA) confirmed that agency scientists would no longer have access to Springe

Building a Personal AI Factory

Building a Personal AI Factory (July 2025 snapshot) Published: July 1, 2025 Overview I keep several claude code windows open, each on its own git-worktree. o3 and sonnet 4 create plans, sonnet 3.7 or sonnet 4 execute the plan, and o3 checks the results against the original ask. Any issues found are fed back into the plan template and the code is regenerated. The factory improves itself. Read on to see what might be useful for you. Guiding Principle – Fix Inputs, Not Outputs When something

X is piloting a program that lets AI chatbots generate Community Notes

The social platform X will pilot a feature that allows AI chatbots to generate Community Notes. Community Notes is a Twitter-era feature that Elon Musk has expanded under his ownership of the service, now called X. Users who are part of this fact-checking program can contribute comments that add context to certain posts, which are then checked by other users before they appear attached to a post. A Community Note may appear, for example, on a post of an AI-generated video that is not clear abou

Kelly Benefits says 2024 data breach impacts 550,000 customers

Kelly & Associates Insurance Group (dba Kelly Benefits) is informing more than half a million people of a data breach that compromised their personal information. The Maryland-based health and life insurance agency has issued an update on a security incident it suffered last year between December 12-17, when unauthorized actors breached its IT systems and stole files. On April 9, 2025, the company stated that the incident impacted 32,234 individuals. The figure was revised multiple times until

GoPro HERO13 Black Ultra Wide Edition Drops to All-Time Low, Amazon Clears Out Its Best Action Camera

The Summer holidays will be here in no time, and whether you’ve got kids or not, now’s the time to start planning all sorts of escapades. Whether you’re going to the beach, camping, going out skating, or just about anything else, it’s important to be able to capture all of the action, no matter what that action is. While a mobile phone is a great way to do this, if you want something that’s built for it, then you’ll want to get an action camera. See at Amazon There are a few brands out there t

Gemini now lets you schedule tasks ahead of time (Updated: Rolling out widely)

Ryan Haines / Android Authority TL;DR Gemini now lets you automate routine tasks with its new scheduled actions feature. You can use it to schedule prompts to perform a task at a specific time, day, date, or after an event. The feature is available in the Gemini app for users with a Google AI Pro or Ultra subscription and qualifying Google Workspace business and education plans. Update, July 1, 2025 (08:22 AM ET): Google has started rolling out Scheduled Actions for Gemini across Android, iO

Abstraction boundaries are optimization boundaries

Abstraction boundaries are optimization boundaries The N+1 query problem occurs when your application code sends one SQL query per element in a collection. The N queries are redundant; since all of the data is in the database already, a single query should be enough. This problem is usually caused by a leaky abstraction; the ORM, or whatever database abstraction you are using, can’t anticipate that it would need to send N queries, so it can’t automatically optimize this down to a single query.

Eating Dairy Before Bed Can Give You Nightmares, Study Suggests

Has a late-night cheese session ever seemed to send you down your own personal Nightmare on Elm Street? You’re probably not alone. Research out today has revealed a link between lactose intolerance and a higher risk of bad dreams. Scientists in Canada conducted the study by surveying college students. People who reported having regular nightmares and poorer sleep in general were also more likely to report having food allergies, including lactose intolerance, they found. The researchers speculat

End of an Era

I recall saying to one of my colleagues at Atari way back in 1982 that I wanted to make a game that would be genuine art. A year later I built a game that was my first experiment in that direction: Gossip. It was a ridiculously simple game in which a player attempted to win favor in a group by calling people and telling them how much you liked or disliked some third party. The underlying concept was that “people like people who like people they like.” For some reason, many players had problems a

Mortgage Rate Predictions: How Tariffs, War and the Fed Are Impacting Rates

Buyers should keep an eye on the possibility of rate cuts in the next few months. Tharon Green/CNET Mortgage market predictions have been clouded by economic uncertainty caused by the Trump administration's trade measures, deficit spending and geopolitical maneuvering. The big question hanging over the housing market is whether rates will rise due to tariff-induced inflation or fall due to a recession. Since early spring, average mortgage rates for 30-year fixed loans have been swinging betwee

The ‘Superman’ We Need Right Now: A Report From the Set of James Gunn’s New DC Film

When Superman started kissing the football on a stick, it all clicked together. The day was June 24, 2024 and io9 was in Cleveland to watch the filming of James Gunn’s Superman. At the end of a giant battle over the streets of Metropolis, the Man of Steel knelt down to kiss and profess his love to an inanimate object that special effects would later transform into his dog, Krypto. That little dash of heartfelt weirdness, in the middle of a massive action scene, did a near-perfect job of showing

Revisiting Knuth's “Premature Optimization” Paper

The most famous quote from Knuth’s paper “Structured Programming with go to Statements” is this: There is no doubt that the grail of efficiency leads to abuse. Programmers waste enormous amounts of time thinking about, or worrying about, the speed of noncritical parts of their programs, and these attempts at efficiency actually have a strong negative impact when debugging and maintenance are considered. We should forget about small efficiencies, say about 97% of the time: premature optimization

Revisiting Knuth's "Premature Optimization" Paper

The most famous quote from Knuth’s paper “Structured Programming with go to Statements” is this: There is no doubt that the grail of efficiency leads to abuse. Programmers waste enormous amounts of time thinking about, or worrying about, the speed of noncritical parts of their programs, and these attempts at efficiency actually have a strong negative impact when debugging and maintenance are considered. We should forget about small efficiencies, say about 97% of the time: premature optimization

I tested the Garmin Vivoactive 6 and Apple Watch SE, and I still prefer Garmin as a gym mate

Kaitlyn Cimino / Android Authority The Apple Watch SE is the blueprint for what most people expect from a smartwatch: a clean design, deep smartphone integration, and enough wellness tracking features to stay reasonably healthy. At a reduced price compared to the brand’s flagship lineup, the SE is also accessible. However, with the launch of the Vivoactive 6, Garmin seems to be stepping up to the plate with a potential competitor. After testing both watches side by side, it’s clear Garmin isn’

LLMs Bring New Nature of Abstraction

Like most loudmouths in this field, I've been paying a lot of attention to the role that generative AI systems may play in software development. I think the appearance of LLMs will change software development to a similar degree as the change from assembler to the first high-level programming languages. The further development of languages and frameworks increased our abstraction level and productivity, but didn't have that kind of impact on the nature of programming. LLMs are making that degree

This Prehistoric Trick Shows How Ice Age People Harvested Teeth for Jewelry

When piecing together the cultural practices of ancient humans, traditional archaeologists rely on clues from artifacts such as tools, bones, and pottery. Experimental archaeologists, however, go a step further—recreating past behaviors to experience how people once lived. That’s precisely what a team of researchers recently did to investigate how Stone Age communities in northeastern Europe extracted animal teeth to produce accessories. Led by Aija Macāne, a visiting scholar in the Department