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Don’t pay 9 for Windows 11 Pro when it’s currently just 
                                                            TL;DR: Microsoft Windows 11 Pro is down to just .97, giving users an easy OS upgrade with advanced security, productivity tools, gaming features, and Copilot AI.
Some upgrades just feel right. This is one of them.If your PC has been running a little sluggish or you’ve been meaning to bring your system up to speed, Windows 11 Pro is just .97 (reg. 9) — a rare, time-sensitive offer that rewards quick, savvy decisions.
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This isn’t about chasing trends; it’s more about giving your computer the modern foundation it deserves. Windows 11 Pro brings a sleeker UI, better multitasking, and enhanced security — all in a one-time lifetime license.Think of it as the difference between driving a reliable car and suddenly upgrading to one with a smarter dashboard, smoother handling, and built-in security features.For professionals, creators, and power users, this upgrade also unlocks features like Hyper-V, Windows Sandbox, BitLocker encryption, and seamless Azure AD integration — tools that make a real difference when you’re working across projects or managing sensitive data.And yes, Windows 11 comes with Copilot, Microsoft’s AI-powered assistant that can summarize pages, change settings, or even help you generate code on the fly. It’s like having a co-pilot (literally) inside your OS.
        
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                        By signing up, you agree to receive recurring automated SMS marketing messages from Mashable Deals at the number provided. Msg and data rates may apply. Up to 2 messages/day. Reply STOP to opt out, HELP for help. Consent is not a condition of purchase. See our Privacy Policy and Terms of Use.
                    
                
                        
        
    
But you don’t need convincing — you already know a smart upgrade when you see one. Get Windows 11 Pro for just .97 (reg. 9).StackSocial prices subject to change.

                    
                                            
                            
                        
                                    #Dont #pay #Windows #Pro

Don’t pay $199 for Windows 11 Pro when it’s currently just $13

TL;DR: Microsoft Windows 11 Pro is down to just $12.97, giving users an easy OS upgrade with advanced security, productivity tools, gaming features, and Copilot AI.


Some upgrades just feel right. This is one of them.

If your PC has been running a little sluggish or you’ve been meaning to bring your system up to speed, Windows 11 Pro is just $12.97 (reg. $199) — a rare, time-sensitive offer that rewards quick, savvy decisions.

Mashable Deals

By signing up, you agree to receive recurring automated SMS marketing messages from Mashable Deals at the number provided. Msg and data rates may apply. Up to 2 messages/day. Reply STOP to opt out, HELP for help. Consent is not a condition of purchase. See our Privacy Policy and Terms of Use.

This isn’t about chasing trends; it’s more about giving your computer the modern foundation it deserves. Windows 11 Pro brings a sleeker UI, better multitasking, and enhanced security — all in a one-time lifetime license.

Think of it as the difference between driving a reliable car and suddenly upgrading to one with a smarter dashboard, smoother handling, and built-in security features.

For professionals, creators, and power users, this upgrade also unlocks features like Hyper-V, Windows Sandbox, BitLocker encryption, and seamless Azure AD integration — tools that make a real difference when you’re working across projects or managing sensitive data.

And yes, Windows 11 comes with Copilot, Microsoft’s AI-powered assistant that can summarize pages, change settings, or even help you generate code on the fly. It’s like having a co-pilot (literally) inside your OS.

But you don’t need convincing — you already know a smart upgrade when you see one. Get Windows 11 Pro for just $12.97 (reg. $199).

StackSocial prices subject to change.

#Dont #pay #Windows #Pro

TL;DR: Microsoft Windows 11 Pro is down to just $12.97, giving users an easy OS upgrade with advanced security, productivity tools, gaming features, and Copilot AI.


Some upgrades just feel right. This is one of them.

If your PC has been running a little sluggish or you’ve been meaning to bring your system up to speed, Windows 11 Pro is just $12.97 (reg. $199) — a rare, time-sensitive offer that rewards quick, savvy decisions.

Mashable Deals

By signing up, you agree to receive recurring automated SMS marketing messages from Mashable Deals at the number provided. Msg and data rates may apply. Up to 2 messages/day. Reply STOP to opt out, HELP for help. Consent is not a condition of purchase. See our Privacy Policy and Terms of Use.

This isn’t about chasing trends; it’s more about giving your computer the modern foundation it deserves. Windows 11 Pro brings a sleeker UI, better multitasking, and enhanced security — all in a one-time lifetime license.

Think of it as the difference between driving a reliable car and suddenly upgrading to one with a smarter dashboard, smoother handling, and built-in security features.

For professionals, creators, and power users, this upgrade also unlocks features like Hyper-V, Windows Sandbox, BitLocker encryption, and seamless Azure AD integration — tools that make a real difference when you’re working across projects or managing sensitive data.

And yes, Windows 11 comes with Copilot, Microsoft’s AI-powered assistant that can summarize pages, change settings, or even help you generate code on the fly. It’s like having a co-pilot (literally) inside your OS.

But you don’t need convincing — you already know a smart upgrade when you see one. Get Windows 11 Pro for just $12.97 (reg. $199).

StackSocial prices subject to change.

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#Dont #pay #Windows #Pro

According to Reisner, the sets have been downloaded thousands of times and, while it’s impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but require licensing for commercial applications.

While the datasets are freely available on the internet in theory, using them as training data is not as simple as downloading a ZIP file and feeding it to an AI model. As Reisner explains:

Three of the datasets I found are distributed as a list of links to songs on YouTube or Spotify. AI developers download the actual audio using tools that automate the job, some of which allow developers to bypass logins, advertisements, and mechanisms that might earn money or subscribers for creators. Such tools violate the terms of service of these platforms.

#Atlantic #created #searchable #database #music #trainAI,Entertainment,Music,News">The Atlantic created a searchable database of the music used to train AIAtlantic reporter Alex Reisner recently uncovered four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each.According to Reisner, the sets have been downloaded thousands of times and, while it’s impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but require licensing for commercial applications.While the datasets are freely available on the internet in theory, using them as training data is not as simple as downloading a ZIP file and feeding it to an AI model. As Reisner explains:Three of the datasets I found are distributed as a list of links to songs on YouTube or Spotify. AI developers download the actual audio using tools that automate the job, some of which allow developers to bypass logins, advertisements, and mechanisms that might earn money or subscribers for creators. Such tools violate the terms of service of these platforms.#Atlantic #created #searchable #database #music #trainAI,Entertainment,Music,News

four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each.

According to Reisner, the sets have been downloaded thousands of times and, while it’s impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but require licensing for commercial applications.

While the datasets are freely available on the internet in theory, using them as training data is not as simple as downloading a ZIP file and feeding it to an AI model. As Reisner explains:

Three of the datasets I found are distributed as a list of links to songs on YouTube or Spotify. AI developers download the actual audio using tools that automate the job, some of which allow developers to bypass logins, advertisements, and mechanisms that might earn money or subscribers for creators. Such tools violate the terms of service of these platforms.

#Atlantic #created #searchable #database #music #trainAI,Entertainment,Music,News">The Atlantic created a searchable database of the music used to train AI

Atlantic reporter Alex Reisner recently uncovered four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each.

According to Reisner, the sets have been downloaded thousands of times and, while it’s impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but require licensing for commercial applications.

While the datasets are freely available on the internet in theory, using them as training data is not as simple as downloading a ZIP file and feeding it to an AI model. As Reisner explains:

Three of the datasets I found are distributed as a list of links to songs on YouTube or Spotify. AI developers download the actual audio using tools that automate the job, some of which allow developers to bypass logins, advertisements, and mechanisms that might earn money or subscribers for creators. Such tools violate the terms of service of these platforms.

#Atlantic #created #searchable #database #music #trainAI,Entertainment,Music,News
Asked about the privacy implications of chatbots like ChatGPT and Claude, Signal President Meredith Whittaker answered, “These are not your friends. These are not conscious beings. These are not sentient interlocutors.”

Whittaker made those comments in a broader interview with Bloomberg about policy, privacy, and Signal. She acknowledged that she uses AI tools “to format a document here and there,” but insisted, “I don’t ask them questions. I’m very serious about my thinking and writing, and I don’t want the process of working through an idea […] to be foreclosed or eclipsed by the response of a system that’s averaging what’s already out there.”

As for Microsoft AI CEO Mustafa Suleyman’s prediction that users could let Microsoft Copilot handle all their Christmas shopping this year, Whittaker argued this scenario — where Copilot is eavesdropping on the family group chat to determine who wants want — means giving it “access to my credit card, my browser, my Signal, the ability to message my siblings on my behalf, my home address [and] my calendar.”

“What you’ve just described is a system with very pervasive access across multiple applications and services,” Whittaker said. “In the context of Signal, it would constitute a kind of a backdoor.”

#Signals #Meredith #Whittaker #remember #chatbots #friends #TechCrunchMeredith Whittaker,signal">Signal’s Meredith Whittaker wants you to remember that AI chatbots ‘are not your friends’ | TechCrunch
Asked about the privacy implications of chatbots like ChatGPT and Claude, Signal President Meredith Whittaker answered, “These are not your friends. These are not conscious beings. These are not sentient interlocutors.”

Whittaker made those comments in a broader interview with Bloomberg about policy, privacy, and Signal. She acknowledged that she uses AI tools “to format a document here and there,” but insisted, “I don’t ask them questions. I’m very serious about my thinking and writing, and I don’t want the process of working through an idea […] to be foreclosed or eclipsed by the response of a system that’s averaging what’s already out there.”







As for Microsoft AI CEO Mustafa Suleyman’s prediction that users could let Microsoft Copilot handle all their Christmas shopping this year, Whittaker argued this scenario — where Copilot is eavesdropping on the family group chat to determine who wants want — means giving it “access to my credit card, my browser, my Signal, the ability to message my siblings on my behalf, my home address [and] my calendar.”

“What you’ve just described is a system with very pervasive access across multiple applications and services,” Whittaker said. “In the context of Signal, it would constitute a kind of a backdoor.”
#Signals #Meredith #Whittaker #remember #chatbots #friends #TechCrunchMeredith Whittaker,signal

a broader interview with Bloomberg about policy, privacy, and Signal. She acknowledged that she uses AI tools “to format a document here and there,” but insisted, “I don’t ask them questions. I’m very serious about my thinking and writing, and I don’t want the process of working through an idea […] to be foreclosed or eclipsed by the response of a system that’s averaging what’s already out there.”

As for Microsoft AI CEO Mustafa Suleyman’s prediction that users could let Microsoft Copilot handle all their Christmas shopping this year, Whittaker argued this scenario — where Copilot is eavesdropping on the family group chat to determine who wants want — means giving it “access to my credit card, my browser, my Signal, the ability to message my siblings on my behalf, my home address [and] my calendar.”

“What you’ve just described is a system with very pervasive access across multiple applications and services,” Whittaker said. “In the context of Signal, it would constitute a kind of a backdoor.”

#Signals #Meredith #Whittaker #remember #chatbots #friends #TechCrunchMeredith Whittaker,signal">Signal’s Meredith Whittaker wants you to remember that AI chatbots ‘are not your friends’ | TechCrunch

Asked about the privacy implications of chatbots like ChatGPT and Claude, Signal President Meredith Whittaker answered, “These are not your friends. These are not conscious beings. These are not sentient interlocutors.”

Whittaker made those comments in a broader interview with Bloomberg about policy, privacy, and Signal. She acknowledged that she uses AI tools “to format a document here and there,” but insisted, “I don’t ask them questions. I’m very serious about my thinking and writing, and I don’t want the process of working through an idea […] to be foreclosed or eclipsed by the response of a system that’s averaging what’s already out there.”

As for Microsoft AI CEO Mustafa Suleyman’s prediction that users could let Microsoft Copilot handle all their Christmas shopping this year, Whittaker argued this scenario — where Copilot is eavesdropping on the family group chat to determine who wants want — means giving it “access to my credit card, my browser, my Signal, the ability to message my siblings on my behalf, my home address [and] my calendar.”

“What you’ve just described is a system with very pervasive access across multiple applications and services,” Whittaker said. “In the context of Signal, it would constitute a kind of a backdoor.”

#Signals #Meredith #Whittaker #remember #chatbots #friends #TechCrunchMeredith Whittaker,signal

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