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Alongside new iPhones and Apple Watches, Apple is releasing a new version of its AirPods Pro this month.

The 2nd Generation AirPods Pro with USB-C — a mouthful of a model name — don’t have any radical hardware changes. Apple replaced the proprietary Lightning port with a USB-C charger to match the rest of its lineup.

But a slew of software features launching alongside the new AirPods significantly change how noise-canceling on the wireless buds works in practice, and will make it much easier for AirPods Pro users to leave their earbuds in all day while navigating cities or talking to co-workers.

Apple has given the new features various names — Adaptive Audio, Conversation Awareness, Personalized Volume — but taken together, and using the default settings on a review unit of the new $249 AirPods, the upshot is that the device uses machine learning and artificial intelligence to turn down music when in a conversation or allow necessary nearby sounds into the headphones.

Instead of taking out your AirPods or turning off noise-canceling entirely when you’re navigating a treacherous street or having a conversation with a co-worker, users can now leave in their AirPods and rely on Apple’s software to intelligently decide what the user needs to hear.

Overall, the improvements are subtle but nice. They’re not a reason to upgrade AirPods if you have an older pair that’s working perfectly, but they are worth reaching for if you are getting new wireless headphones and know you don’t like to be constantly taking them in and out.

However, from a technological perspective, the new AirPods are exciting. Apple is using cutting-edge technology and its own customized chips to filter the world of sound through Apple’s hardware, and to augment or mute individual sounds to make your daily experience better, all powered by AI. Apple’s headphones are going far beyond the simple on-or-off noise-canceling features on competing devices.

The concept is not that far away from the “spatial computing” Apple introduced with the Vision Pro VR headset, which uses machine learning to integrate the real and computer worlds. Apple calls the AirPods a “wearable,” and reports it in the same revenue category as its Apple Watch. With its new adaptive features, the AirPods are more wearable than ever, and continue to be one of the company’s most intriguing product lines in terms of a look at the future of computing, even if they don’t get the same attention as the iPhone.

How it worked

While the adaptive technology isn’t quite seamless yet, it is a nice improvement over the blunter, muffling noise-cancellation setting that used to be the default on AirPods Pro. And it’s not only limited to the latest hardware — anyone with “second generation” AirPods Pro introduced last September can download software updates for their headphones and iPhone to enable them.

The new Adaptive mode ultimately blends chaotic street noise with the artificial quiet of active noise cancellation. Apple frames Adaptive Audio as a safety feature, so users don’t miss honks or disturbances when walking around cities. It’s subtle. You definitely feel like you’re still in a cocoon of quiet, but you don’t feel as if the whole world is muffled around you.

There’s a little chime when users turn it on, either through the Settings app when the earbuds are connected or through a shortcut by long-pressing the iPhone’s volume button in the Control Center.

Screenshot/CNBC

In practice, Adaptive Audio wasn’t perfect, but it’s an improvement over active noise canceling, which can be very isolating, and Apple’s transparency mode, which often amplifies extraneous noise (like the AirPods case clicking against car keys in my pocket). If I were to walk around cities, which I try to avoid for safety reasons, I would use Apple’s Adaptive mode.

But Bay Area BART station announcements made over a central speaker were still muffled, especially when I was listening to music, and that’s the sort of information I would like to hear. I still needed to turn off the headphones or take them out if I wanted to understand what they were saying, such as which train was coming into the station.

When walking in a dog park separated from a highway by a sound wall, Adaptive Audio let in more highway noise than active-cancellation mode, which wasn’t optimal. Later, when another person in the park was arguing about something and making a scene, I didn’t catch it by hearing it in Adaptive mode — I saw the dispute first. While many people use noise-canceling headphones to zone out those kind of disturbances, from a safety perspective, that’s something urban dwellers should be aware of in their vicinity.

Another key scenario for noise-canceling headphones is in the workplace, where workers who are headed back to the office are increasingly using them to try to simulate home office-like privacy or signal to co-workers they can’t talk.

It’s here where the Conversation Awareness feature will shine, allowing office grinders to hold quick conversations without taking out their AirPods. The feature effectively turns down your music or audio when it senses you’re taking part in a conversation. Instead of fumbling in settings to turn noise-canceling off or turn off the music, or taking the earbuds out of your ears, the software does it for you, and even amplifies the conversation a little bit.

When it works, it’s great. I had a couple conversations with my wife with the AirPods in and Conversation Awareness on. We spoke as if I didn’t have $250 of technology in my ears, and when I went back to doing what I was doing before, the volume of my music automatically went back to normal levels.

But there’s one big catch to Conversation Awareness — it doesn’t engage when someone talks to you, it only starts when you open your mouth and say something. So I found myself missing the first thing that was said in several conversations, such as when a neighbor greeted me, or what the cashier said when I approached my favorite taco truck.

At the taco truck, I found myself regretting not taking out the AirPods. I did feel like I missed a little bit of context in the short exchange, and felt rude for keeping in my headphones. I heard and understood the key bits, such as the total price, but I did not feel it was the same real-time conversation as if I was just speaking without headphones.

Also, Conversation Awareness did not turn down my music five minutes later when the cashier called out my order for pickup. Ultimately, my order was wrong too, probably because I was distracted. But it’s easy to see how people will use the feature to order a cold brew without pausing their music.

There are other little quirks, too. I like to sing along to music when I’m alone. With Conversation Awareness on, the music gets turned down, leaving you to hear your own flat singing. Once, when I was working at my computer, I laughed, and the AirPods algorithm thought I was trying to speak. I also never realized how much I mutter to myself when I’m writing.

Personalized Volume uses machine learning to adjust the overall audio level, taking into account your historical preferences — for me, louder than is healthy — and the exterior noise. I only noticed it once, when it turned down the volume after I had jacked it up.

Taking all this into account, the new AirPods features might not be a reason to rush out and get the latest model, but they clearly show that Apple’s headphones are evolving to become something more sophisticated than small speakers.

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Dark web researcher warned Columbus, Ohio, residents ransomware attack was bigger than mayor said. The city is suing him

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Dark web researcher warned Columbus, Ohio, residents ransomware attack was bigger than mayor said. The city is suing him

Ransomware has long been plaguing American municipalities. It appeared to be another typical ransomware attack that impacted the city of Columbus, Ohio, this past July. The city’s response to the hack, however, was not, and it has cybersecurity and legal experts across the country questioning its motives.

Connor Goodwolf (legal name is David Leroy Ross) is an IT consultant who plumbs the dark web as part of his job. “I track dark web-type crimes, criminal organizations, and stuff like what the Telegram CEO has been arrested for,” Goodwolf said.

So when word got out that the city of Columbus, his hometown, had been breached, Goodwolf did what he does: he poked around online. It didn’t take him long to discover what the hackers had in their possession.

“It wasn’t the biggest, but it was one of the most impactful breaches I have seen,” Goodwolf said.

In some ways, he described it as a routine breach, with personal identifiable information, protected health information, Social Security numbers and driver’s license photos exposed. However, because multiple databases were breached, it was more encompassing than other attacks. According to Goodwolf, the hackers had breached multiple databases from the city, the police, and the prosecutor’s office. There were arrest records and sensitive information about minors and domestic violence victims. Some of the breached databases, he says, went back to 1999. 

Goodwolf found over three terabytes of data that took over 8 hours to download.

“The first thing I see is the prosecutor’s database, and I’m like ‘holy sh-t’ these are domestic violence victims. When it comes to domestic violence victims, we need to protect them the most because they have already been victimized once, and now they are again by having their information exposed,” he said.

Goodwolf’s first action was to contact the city to let them know how serious the breach was, because what he saw contradicted official statements. At a press conference on August 13,  Columbus Mayor Andrew Ginther said: “The personal data that the threat actor published to the dark web was either encrypted or corrupted, so the majority of the data came by the threat actor is unusable.”

But what Goodwolf was finding didn’t support that view. “I tried to reach out to the city multiple times to multiple departments and was blown off,” he said.

Google-owned Mandiant, as well as many other top cybersecurity firms, have been tracking a continued increase in ransomware attacks, both in prevalence and severity, and the rise of the Rhysida Group behind the Columbus hack, which has come into prominence within the last year.

The Rhysida Group claimed responsibility for the hack. While not much is known about the cyber gang, Goodwolf and other security experts say they appear to be state-sponsored and based in Eastern Europe, possibly linked to Russia. Goodwolf says these ransomware gangs are “professional operations” with a staff, paid vacation, and PR people.

“They have ramped up the attacks and targets since last autumn,” he said.

The U.S. government’s Cybersecurity and Infrastructure Security Agency issued a bulletin about Rhysida last November.

Goodwolf said that because no one from the city responded to him he went to the local media and shared data with journalists to get the word out about the seriousness of the breach. And that is when he heard from the city of Columbus, in the form of a lawsuit and a temporary restraining order preventing him from disseminating additional information. 

The city defended its response in a statement to CNBC:

“The City initially moved to obtain this order, which was granted by the Court, to prevent the dissemination of sensitive and confidential information, potentially including the identities of undercover police officers, that threatens public safety and criminal investigations.”

The city’s temporary 14-day restraining order against Goodwolf has since expired, and now it has a preliminary injunction and an agreement with Goodwolf not to release more data.

“It should be noted that the Court order does not prohibit the defendant from discussing the data breach or even describing what kind of data was exposed,” the city’s statement added. “It simply prohibits the individual from disseminating the stolen data posted on the dark web. The City remains engaged with federal authorities and cyber security experts to respond to this cyber intrusion.”

Meanwhile, the mayor did have to perform a mea culpa at a subsequent press conference, saying his initial statements were based on the information he had at the time. “It was the best information we had at the time. Clearly, we discovered that that was inaccurate information and I have to accept responsibility for that.”

Realizing the exposure to residents was greater than first thought, the city is offering two years of free credit monitoring from Experian. This includes anyone who has had contact with the city of Columbus via an arrest or other business. Columbus is also working with Legal Aid to see what additional protections are needed for domestic violence victims who may have been compromised or need help with civil protection orders.

To date, the city has not paid the hackers, who were demanding $2 million in ransom.   

‘He’s Not Edward Snowden’

Those who study cybersecurity law and work within the realm expressed surprise at Columbus filing a civil lawsuit against the researcher.

“Lawsuits against data security researchers are rare,” said Raymond Ku, professor of law at Case Western Reserve University. On the rare occasion they do happen, he said, it is usually when the researcher is alleged to have disclosed how a flaw was or can be exploited, which would then allow others to take advantage of the flaw as well.

“He wasn’t Edward Snowden,” said Kyle Hanslovan, CEO of cybersecurity company Huntress, who described himself as troubled by the city of Columbus’s response and what it could mean for future breaches. Snowden was a government contract employee who leaked classified information and faced criminal charges, but considered himself a whistleblower. Goodwolf, Hanslovan says, is a Good Samaritan who independently found the breached data.

“In this case, it appears we have just silenced someone who, as far as I can tell, appears to be a security researcher who did the bare minimum and confirmed the official statements made were not true. This can’t possibly be an appropriate use of the courts,” Hanslovan said, predicting the case will be quickly overturned.

Columbus City Attorney Zach Klein said during a September press conference that the case was “not about freedom of speech or whistleblowing. This is about downloading and disclosure of stolen criminal investigatory records.”

Hanslovan worries about the ripple effect where cybersecurity consultants and researchers are afraid to do their jobs for fear of being sued. “The bigger story here is are we seeing the emergence of a new playbook” for hacking response in which individuals are silenced, and that should not be welcomed, he said. “Silencing any opinion, even for 14 days, could be enough to prevent something credible from coming to light, and that terrifies me,” Hanslovan said. “That voice needs to be heard. As we see bigger cybersecurity incidents come up, I am worried that folks will be more concerned bringing them to light.”

Scott Dylan, founder of United Kingdom-based venture capital firm NexaTech Ventures, also thinks the actions of the city of Columbus could induce a chilling effect on the field of cybersecurity.

“As the field of cyberlaw continues to mature, this case is likely to be referenced in future discussions about the role of researchers in the aftermath of data breaches,” Dylan said.

He says legal frameworks must evolve to keep pace with the sophistication of both cyberattacks and the ethical dilemmas they generate, and the approach taken by Columbus is a mistake.

Meanwhile, the legal process will grind on for Goodwolf. Despite Columbus and Goodwolf reaching an agreement last week on the dissemination of information, the city is still suing him for damages in a civil suit that could reach $25,000 or higher. Goodwolf is representing himself in his talks with the city, though says that he has a lawyer on standby, if needed.

Some residents have filed a class-action lawsuit against the city. Goodwolf says that 55% of the information breached has been sold onto the dark web, while 45% is available for anyone with the skills to access it.

Dylan thinks the city is taking a big risk, even if its actions may be legally defensible, by creating the appearance of an attempt to silence discourse rather than encourage transparency. “It’s a strategy that could backfire, both in terms of public trust and future litigation,” he said.

“I am hoping the city realizes the mistake of filing a civil suit and the implications not just on security,” Goodwolf said, noting that Intel is building a $1 billion facility in a Columbus suburb. In recent years, the city has been positioning itself as a new tech hub in the Midwest, and attacking white hats and cybersecurity researchers, he said, could cause some in the tech sector to rethink it as a location.

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With Apple on board, OpenAI’s next act could be its toughest yet

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With Apple on board, OpenAI’s next act could be its toughest yet

OpenAI stormed onto the scene with ChatGPT and upended the tech world in less than two years. But over the next few months, the artificial intelligence darling will face some of its biggest tests yet.

A highly anticipated partnership with Apple will supercharge its reach, putting it in front of millions of users who may have never interacted with generative AI before. A massive valuation that is growing at breakneck pace has set the stakes higher than ever, especially with interest from investors including Apple and Nvidia.

A reorganization of its hybrid nonprofit and for-profit entities has drawn criticism for abandoning the startup’s roots of building AI to benefit humanity. After just releasing a preview of its newest AI model, codenamed Project Strawberry but officially launching as OpenAI o1, the next breakthrough and GPT-5 are still on the line.

It is all a tall ask for a company that has had a bumpy ride to the top. OpenAI’s co-founder and CEO Sam Altman is divisive, surviving a coup, scrutiny around conflicts of interests, doubts around his motivations and now an exodus of top talent from the company.

Can he lead OpenAI into the big leagues? Watch this video to learn more.

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Brazil supreme court unfreezes assets of Elon Musk’s Starlink, X after taking fines

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Brazil supreme court unfreezes assets of Elon Musk's Starlink, X after taking fines

Elon Musk, chief executive officer of Tesla Inc., at the US Capitol in Washington, DC, US, on Wednesday, July 24, 2024. 

Samuel Corum | Bloomberg | Getty Images

Brazil’s supreme court announced Friday that it ordered banks to transfer funds from Starlink and X accounts to pay fines the court levied against Elon Musk’s social network.

The court’s top justice, Alexandre de Moraes, and a panel of five other justices, found that X had repeatedly violated Brazilian law when it refused to appoint a legal representative in the country, and when it refused to remove content or profiles from its platform that the court determined to be harmful towards democratic institutions in Brazil.

The court had nearly 18.4 million Brazilian reals, or approximately $3.3 million, transferred out of the accounts. Musk acquired X, then known as Twitter, in 2022. Starlink is the satellite internet service run by SpaceX.

Following the transfers, the court ordered that the frozen bank accounts and assets of X and Starlink be released, saying there was no longer any need to keep them.

The court suspended X at the end of August, and the suspension remains in place. 

Musk and his businesses have said they view the actions of de Moraes as “illegal,” and his court’s orders as having been issued without due process. X and SpaceX did not immediately respond to requests for comment on Friday.

Brazilian news agency UOL reported earlier this month that some of the accounts de Moraes ordered Musk to suspend at X belong to users who allegedly threatened federal police officers involved in a probe of former right-wing Brazilian President Jair Bolsonaro.

Bolsonaro has been accused of instigating Brazil’s Jan. 8 riots and of attempting to stage a coup there.

Musk is a proponent of Bolsonaro, in part because the former Brazilian president authorized his business Starlink to operate in the country.

Musk has been ramping up insults and calls to impeach de Moraes since April. On Sept. 5, his long-time collaborator at the helm of SpaceX, COO Gwynne Shotwell, also took shots at the Brazil supreme court online.

She wrote, “@Alexandre, please stop harassing Starlink and let us keep serving the people of Brazil.”

Backers of de Moraes and the STF have seen the orders against X Corp. as an assertion of Brazilian sovereignty.

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