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Windows Recall is an AI-based feature that will be built into new Copilot+ PCs. Recall takes snapshots of your screen every few seconds and uses that data to make a searchable index of everything youve ever done on your PC. But, since that first controversial announcement earlier this year, Microsoft has delayed Recall and made some changes.In late November 2024, Recall became available in a preview form for Windows Insiders running the right hardware. Now its out in the wild.So is there cause for concern about Recall and your privacy or the privacy of data connected to your company? Ive gotten a lot of questions about that from readers. Lets dig in so you can understand exactly whats going on and what decisions youll have to make, whether youre thinking about your work laptop, a home PC, or a fleet of business computers.But first, the good news: Windows Recall is only available on those new Copilot+ PCs. It wont arrive on your current Windows 11 or Windows 10 PC with an update. You wont even have to think about Recall until you buy a new PC branded a Copilot+ PC.Want expert insights on whats actually going on in Windows? Sign up for my free Windows Intelligence newsletter three things to try every Friday. Plus, get free Windows Field Guides as a bonus when you sign up!What is Recall on Windows?Recall will be built into Windows 11 moving forward. And, again: It will only be available on new PCs Microsoft has certified as Copilot+ PCs.These PCs have neural processing units (NPUs) capable of at least 40 trillion operations per second (TOPS.) This hardware is designed to accelerate local AI tasks in other words, AI tasks performed on your PC without any online servers involved in a way that doesnt drain a lot of battery power.If you do have a Copilot+ PC, Recall is an optional feature that can capture snapshots of your screen every five seconds. (It wont capture audio or video just pictures of whats on your screen.) You will then be able to search those snapshots using plain-language search. For example, you could say: Show me that PowerPoint presentation I was looking at three weeks ago, the one with the green bar chart or What was that message Dave sent me about the quarterly budget two months ago? These searches all happen entirely on your device, and theyll even work offline. Microsofts servers arent involved.Its a more plain-language way of your computer remembering what you were doing and allowing you to dig through it its clear how this type of feature could boost productivity for anyone who works on their PC and anyone using it for other tasks, from online shopping to vacation planning to chatting with friends.Macs have something similar with Rewind, which also captures your computer activity and lets you search it. But Rewind is a third-party tool, not something built into macOS by Apple. srcset="https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?quality=50&strip=all 2272w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=300%2C168&quality=50&strip=all 300w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=768%2C432&quality=50&strip=all 768w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=1024%2C576&quality=50&strip=all 1024w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=1536%2C864&quality=50&strip=all 1536w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=2048%2C1152&quality=50&strip=all 2048w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=1240%2C697&quality=50&strip=all 1240w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=150%2C84&quality=50&strip=all 150w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=854%2C480&quality=50&strip=all 854w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=640%2C360&quality=50&strip=all 640w, https://b2b-contenthub.com/wp-content/uploads/2024/05/1-Microsoft-Windows-Recall-privacy-Search.png?resize=444%2C250&quality=50&strip=all 444w" width="1024" height="576" sizes="(max-width: 1024px) 100vw, 1024px">Windows Recall doesnt just take screenshots it uses AI models to analyze the contents so you can search for them in plain language.MicrosoftWhats changed since the original announcement?Since the original announcement of Recall in May, Microsoft has repeatedly delayed it and announced changes to boost privacy and security and make the feature more trustworthy. Here, specifically, is whats evolved:Recall will be off by default unless you choose to turn it on during the Windows setup process.Recall will filter out sensitive information like password, credit card details, and social security numbers by default.Recall requires you use Windows Hello authentication before you can access your snapshots.Recalls data is securely encrypted in a VBS Enclave, which means other users and applications cant access it. The key is only released when you authenticate with Windows Hello.Recall will be disabled by default on managed business PCs. Businesses will have to choose to enable it. If they dont, their employees wont be able to activate it.Recall will be tested with Windows Insiders before it arrives on stable Copilot+ PCs. (Testing began in late November 2024.)These changes were detailed by Microsoft in a blog post in June 2024 as well as an update on Recalls architecture released in September 2024.Overall, its a reasonable selection of changes that addresses many of the criticisms people had with the way Recall was originally implemented. Its also led to a slower release with more testing it doesnt feel like a frantic launch thats catching people off guard, like the original announcement did.Is Microsoft sneaking Recall onto my PC with an update?No. I cant state this emphatically enough: Recall will not arrive on your current Windows 11 or Windows 10 PC. As Microsoft puts it, this feature is exclusive to those new Copilot+ PCs. It wont suddenly arrive on any of your existing PCs via a Windows Update or any other mechanism.As of November 2024, Copilot+ PCs are laptops with Qualcomm Snapdragon X Elite or Snapdragon X Plus processors, Intel Core Ultra (Series 2) Lunar Lake processors, or AMD Ryzen AI 300 series processors.Do I have to use Recall?Recall is completely optional. When youre signing into a new Copilot+ PC for the first time, Microsoft says youll be informed about Recall and allowed to decide. You can choose not to use Recall at that time, in which case it wont do anything or collect any sort of data.If you do enable it, youll see a Recall icon pinned to your taskbar by default, and Recall will have a system tray icon while its running. Its very visible it doesnt just run silently in the background. After all, Microsoft wants you to use Recall to find things.Microsoft says you can use the system tray icon or the options at Settings > Privacy & security > Recall & snapshots to pause Recall at any time. You can turn it on or off, delete existing snapshots, and choose to filter specific apps and websites so Recall doesnt capture them. Recall also wont capture any activity in private browsing windows in browsers like Chrome, Edge, and Firefox.The Settings app provides a lot of options for controlling Recalls snapshots and deleting them.MicrosoftHow can businesses control Recall?Microsoft says Recall will be disabled by default on managed business PCs. Organizations wont have to do anything to disable Recall on their devices. In fact, theyll have to go out of their way to activate it if they want their employees to have access.Businesses that do want to activate Recall can use either group policy or MDM (mobile device management) policy. Microsoft has a guide to controlling Recall for IT administrators.Where are the Recall snapshots stored?Recall stores all the snapshots and other data on your PC. When you perform a search, Recall does the search on your PC. Microsoft says your data is never uploaded to a Microsoft server. It all happens completely locally, without the computer ever phoning home.In a way, this makes Recall a little less useful if you use multiple PCs, your Recall activity wont sync between them. If youre looking for something, youll need to search Recall on the PC you originally saw it on. But that may be a good thing when it comes to privacy considerations, particularly from an enterprise perspective.The Recall data is also stored in an encrypted manner thats specific to each individual user account on a device.You wont be able to access Recall to see any of that activity from that device without first authenticating with Windows Hello authentication. Youll need your face, fingerprint, or PIN to activate it, so people sitting down in front of your PC wont just be able to see your Recall data; its encrypted with a key thats only released to make it accessible when that authentication happens.Is Microsoft taking my Recall data?Microsoft says that the Recall data will be stored only on your PC and never processed by its servers. Since Microsoft isnt so much as ever seeing or receiving this data, your Recall snapshots wont be used for targeting ads to you, training AI models, or any other purpose along those lines.Couldnt someone steal my laptop and look at my snapshots?Modern Windows PCs have encrypted storage, like other modern devices. Someone who stole your PC would need to be able to sign in as you to see your data.Recall is only going to be available on Copilot+ PCs, and Microsoft has set a higher baseline of security for these PCs: They must be Secured-core PCs, for example, and they will include a Microsoft Pluton security processor. In other words, they will ship with encrypted secure storage backed by hardware security features.The reality is that if someone stole a PC from an office worker or a home PC user and managed to sign into it, theyd already have access to a lot of private data. This would include financial documents stored on the PC itself, sensitive business information, email accounts the computer was signed into, and so on.Recall will definitely generate extra data that can be accessed if a criminal breaks into a PC. But, on the whole, its less risky to be using Recall on a securely encrypted Copilot+ PC than to walk around with a Windows 10 laptop that doesnt use BitLocker or another encryption method.Can other people on my PC see the snapshots?The Recall data is stored separately for each user account on a PC. That means even if you share a PC with other people, they wont be able to look through your Recall snapshots not unless they can sign into the computer with your user account and credentials.Will Recall store financial account numbers and passwords?Microsoft originally said that Recall does not perform content moderation. If a password or financial account number is visible on your screen, Recall would save it.But Microsoft changed its mind. Recall will now filter sensitive information like passwords, credit card details, and social security numbers by default. However, you have the choice here: You can head to Settings > Privacy & security > Recall & snapshots and turn off the Filter sensitive information option if you want to see this information in your snapshots.Either way, Recall wont capture most passwords you type, since most websites cloak password entry dialogs by displaying them as ****. And you can choose to filter out specific websites (like financial websites), use private browsing, or even filter out entire applications to have Recall ignore them. Also, you can delete Recall snapshots at any time.Any such data wont appear in your Recall snapshots by default. If you choose not to filter it, its critical to remember that only someone who has physical access to your PC and who can sign into your user account can access this information. And someone with physical access to your PC can do much worse, including installing malware.Recall can reopen documents and websites for you but you can get a lot of information just from the screenshots Recall stores, too.MicrosoftBut couldnt someone else with access to my PC snoop on it?To snoop through your snapshots for your private information, people would need both physical access to your PC and to be signed in as you. And, with Microsofts changes to Recall, theyd also need to authenticate as you with Windows Hello. Even if you stepped away from your PC and left it signed in, they couldnt get access to your Recall data without biometric identification or a PIN.To be fair, even the possibility of that happening does raise concerns. An abusive partner or family member could dig through the snapshots to find private information, for example if Recall snapshots were enabled and they knew the Windows Hello PIN or were granted access.However, this was always a risk. That same person could use their access to install a keylogger and remote-monitoring software to snoop on their partners PC usage, with or without Recall. Someone you give momentary access to your PC could pull up your email or search for sensitive financial documents. The Recall feature introduces a new way for people to find sensitive information if they already have access to a PC but, again, they could do a lot of damage even without Recall in the mix.How concerned should I be about Recall?Its clear why Recall is concerning: It marks a change in the way our computers remember and store information. And it seems like an obvious privacy problem if people with access to our PCs can use AI-style plain language search to dig through our saved PC history.In other ways, its not a change: Its a disabled-by-default feature you can choose to use. Even if you do use it, all the data is stored on your PC, so its arguably more private than many of the cloud-connected services we use every day.Critically, Recall doesnt send any of this data over the internet. There are already many other details were giving to Microsoft and other corporations. If youre worried about the information those companies are receiving about you, Recall isnt the problem but there are a lot of other Windows and web features that might be.Recall could be a big productivity boost for a lot of workers, helping them dig through all the information theyve seen on their work PCs. If you also use Discord to chat while working, you could filter out Discord and ensure Recall doesnt capture anything you say in there while it takes snapshots of all the Word documents, Excel spreadsheets, and Outlook emails you go through all day. And, as weve been saying, Recall offers a lot of control in general. If you dont want Recall to capture a browsing session, you can use Private Browsing mode.Even veteran Windows journalist Paul Thurrott, who is often critical of Microsofts privacy practices, has argued that Recall is not a privacy concern. Its not uploading anything to Microsoft, as he notes its just storing the data on your PC.But arent there still privacy concerns?While I can see the benefits of Recall especially for productivity workers who go through a lot of information on their PCs and could save time if they had a faster way to find it there are some elements of Recall that should give everyone pause. PCs have never captured and stored this kind of information in this way before. Its a bit of a shock.Still, Microsoft has made a lot of good changes after the criticism. Disabling Recall by default on business PCs, filtering private information out of snapshots, and requiring Windows Hello authentication to access snapshots are all smart shifts.But people do have at least some reason to worry about Recall. An attacker with access to a PC could just enable Recall rather than install a keylogger, and then grab private information from the Recall snapshots. That kind of attack could be a little more subtle and difficult to spot than a full install-a-keylogger attack, too. Its a good thing that this feature will be disabled by default on business PCs.The most important answers lie aheadMore than anything, well have to see how the risks shake out in the real world. When I first broached this subject, I suggested Microsoft do more filtering of private information and make efforts to protect Recall snapshots from people with access to a PC. Microsoft made those changes.Perhaps Recall will make everyone realize the risk of giving other people access to their PCs something that was always a risk when sensitive documents, emails, and browser histories are just a few clicks away.Of course, Microsofts big Copilot+ PC push is about more than AI. The PC industry now finally has thin-and-light laptops with incredibly long battery life to compete with MacBooks. Thats huge.Even if you disable Recall and turn off every AI-based feature on those new Copilot+ PCs, theyre a big battery life upgrade over your current laptop.Interested in learning more? Watch this column and sign up for my free Windows Intelligence newsletter to keep up with all the latest intel. Youll also get three new things to try every Friday and free copies of Paul Thurrotts Windows Field Guides as a special welcome bonus.

A US federal judge indicated that the trial addressing the Department of Justices proposals to curb Googles dominance in online search will proceed as scheduled in April 2025, even if DOJ officials under President-elect Donald Trump seek to revise the remedies.The move signals the urgency in resolving the case, which could lead to a historic shake-up of the tech giants operations, Reuters reported.US District Judge Amit Mehta, overseeing the case in Washington, confirmed Tuesday that the trial will proceed as scheduled despite potential changes in DOJ leadership and priorities under President-elect Donald Trumps administration.If there is going to be a re-evaluation of the remedies that are being requested, it needs to be done quickly, the report said quoting Judge Mehta from a hearing.The DOJ has proposed sweeping remedies to curb Googles influence, including a forced divestiture of its Chrome browser and potentially its Android operating system. Both products serve as critical distribution channels for Google Search, a service found to operate as an illegal monopoly in Mehtas August ruling.For context, Trump is likely to pursue ongoing lawsuits against Big Tech, several of which originated during his first term. However, his recent remarks expressing skepticism about a potential Google breakup underscore the significant influence he will wield in shaping the direction of these cases.If you do that (splitting Google), are you going to destroy the company? What you can do without breaking it up is make sure its more fair, Trump said at an event in Chicago in October.The Justice Department first filed the antitrust lawsuit against Google in 2020, during former President Donald Trumps first term. It accused Google of leveraging its dominance in search and advertising markets to stifle competition.In August 2024, Mehta ruled that Google violated US antitrust laws, setting the stage for the ongoing debate over remedies. The DOJ under President Joe Biden proposed additional measures, including requiring Google to share search data with competitors, limiting investments in rival technologies, and restricting acquisitions of companies in search or query-based AI.Googles pushback and trial stakesGoogle has sharply criticized the DOJs proposals, calling them staggering and warning that they could harm American technological leadership. The company argued that measures like forced divestitures and data-sharing mandates could weaken its competitive edge and disrupt the broader digital ecosystem.Weve invested billions of dollars in Chrome and Android. Breaking them would change their business models, raise the cost of devices, and undermine competition with Apple, Google said in a blog post in October.The upcoming trial is expected to highlight the role of artificial intelligence in reshaping the online search landscape. Prosecutors plan to call witnesses from major AI players, including OpenAI, Perplexity, Microsoft, and Meta Platforms, to underscore the competitive challenges Googles practices pose to innovation.Political dynamics and antitrust implicationsPresident-elect Trump, who expressed skepticism about a Google breakup, has yet to outline his administrations stance on the DOJs proposals. However, Judge Mehtas decision to maintain the trial timeline suggests limited patience for political recalibrations.The case represents the most aggressive antitrust action against a tech company since the DOJs unsuccessful attempt to break up Microsoft two decades ago. If successful, the remedies could significantly alter the competitive dynamics in online search and advertising markets while setting a precedent for regulating the tech industry.The trial remains a critical test of the federal governments ability to rein in Silicon Valleys most powerful players in an era where technology increasingly shapes global markets.

This story is from The Algorithm, our weekly newsletter on AI. To get it in your inbox first,sign up here.Generative AI models have become remarkably good at conversing with us, and creating images, videos, and music for us, but theyre not all that good at doing things for us.AI agents promise to change that. Think of them as AI models with a script and a purpose. They tend to come in one of two flavors.The first, called tool-based agents, can be coached using natural human language (rather than coding) to complete digital tasks for us. Anthropic released one such agent in Octoberthe first from a major AI model-makerthat can translate instructions (Fill in this form for me) into actions on someones computer, moving the cursor to open a web browser, navigating to find data on relevant pages, and filling in a form using that data. Salesforce has released its own agent too, and OpenAI reportedly plans to release one in January.The other type of agent is called a simulation agent, and you can think of these as AI models designed to behave like human beings. The first people to work on creating these agents were social science researchers. They wanted to conduct studies that would be expensive, impractical, or unethical to do with real human subjects, so they used AI to simulate subjects instead. This trend particularly picked up with the publication of an oft-cited 2023 paper by Joon Sung Park, a PhD candidate at Stanford, and colleagues called Generative Agents: Interactive Simulacra of Human Behavior.Last week Park and his team published a new paper on arXiv called Generative Agent Simulations of 1,000 People. In this work, researchers had 1,000 people participate in two-hour interviews with an AI. Shortly after, the team was able to create simulation agents that replicated each participants values and preferences with stunning accuracy.There are two really important developments here. First, its clear that leading AI companies think its no longer good enough to build dazzling generative AI tools; they now have to build agents that can accomplish things for people. Second, its getting easier than ever to get such AI agents to mimic the behaviors, attitudes, and personalities of real people. What were once two distinct types of agentssimulation agents and tool-based agentscould soon become one thing: AI models that can not only mimic your personality but go out and act on your behalf.Research on this is underway. Companies like Tavus are hard at work helping users create digital twins of themselves. But the companys CEO, Hassaan Raza, envisions going further, creating AI agents that can take the form of therapists, doctors, and teachers.If such tools become cheap and easy to build, it will raise lots of new ethical concerns, but two in particular stand out. The first is that these agents could create even more personal, and even more harmful, deepfakes. Image generation tools have already made it simple to create nonconsensual pornography using a single image of a person, but this crisis will only deepen if its easy to replicate someones voice, preferences, and personality as well. (Park told me he and his team spent more than a year wrestling with ethical issues like this in their latest research project, engaging in many conversations with Stanfords ethics board and drafting policies on how the participants could withdraw their data and contributions.)The second is the fundamental question of whether we deserve to know whether were talking to an agent or a human. If you complete an interview with an AI and submit samples of your voice to create an agent that sounds and responds like you, are your friends or coworkers entitled to know when theyre talking to it and not to you? On the other side, if you ring your cell service provider or doctors office and a cheery customer service agent answers the line, are you entitled to know whether youre talking to an AI?This future feels far off, but it isnt. Theres a chance that when we get there, there will be even more pressing and pertinent ethical questions to ask. In the meantime, read more from my piece on AI agents here, and ponder how well you think an AI interviewer could get to know you in two hours.Now read the rest of The AlgorithmDeeper LearningInside Clears ambitions to manage your identity beyond the airportClear is the most visible biometrics company around, and one youve likely interacted with already, whether passing security checkpoints at airports and stadiums or verifying your identity on LinkedIn. Along the way, its built one of the largest private repositories of identity data on the planet, including scans of fingerprints, irises, and faces. A confluence of factors is now accelerating the adoption of identity verification technologiesincluding AI, of course, as well as the lingering effects of the pandemics push toward contactless experiencesand Clear aims to be the ubiquitous provider of these services. In the near future, countless situations where you might need an ID or credit card might require no more than showing your face.Why this matters: Now that biometrics have gone mainstream, whatand whobears the cost? Because this convenience, even if chosen by only some of us, leaves all of us wrestling with the effects. If Clear gains ground in its vision, it will move us toward a world where were increasingly obligated to give up our biometric data to a system thats vulnerable to data leaks. Read more from Eileen Guo. Bits and BytesInside the booming AI pimping industryInstagram is being flooded with hundreds of AI-generated influencers who are stealing videos from real models and adult content creators, giving them AI-generated faces, and monetizing their bodies with links to dating sites, Patreon, OnlyFans competitors, and various AI apps. (404 Media)How to protect your art from AIThere is little you can do if your work has already been scraped into a data set, but you can take steps to prevent future work from being used that way. Here are four ways to do that. (MIT Technology Review)Elon Musk and Vivek Ramaswamy have offered details on their plans to cut regulationsIn an op-ed, the pair emphasize that their goal will be to immediately use executive orders to eliminate regulations issued by federal agencies, using a lean team of small-government crusaders. This means AI guidelines issued by federal agencies under the Biden administration, like ethics rules from the National Institute of Standards and Technology or principles in the National Security Memorandum on AI, could be rolled back or eliminated completely. (Wall Street Journal)How OpenAI tests its modelsOpenAI gave us a glimpse into how it selects people to do its testing and how its working to automate the testing process by, essentially, having large language models attack each other. (MIT Technology Review)

Amazon and Best Buy are battling for the lowest price on Apple's best-selling M3 MacBook Air with 512GB of storage.Black Friday MacBook Air deals are in effect now.Now on sale for $1,049, the 13-inch MacBook Air offers even more value thanks to Apple's recent update to include 16GB of RAM in all base Mac models.Save $250 on M3 512GB Continue Reading on AppleInsider | Discuss on our Forums

Amazon's Black Friday deals aren't limited to just brand-new Apple products. You can save even more on this Amazon Renewed Apple Watch Ultra in excellent condition that's marked down to $379.99.Amazon's Black Friday Apple Watch Ultra Deal is a budget-friendly find.The lowest Apple Watch Ultra price can be found at Amazon, where an Amazon Renewed model in excellent condition is discounted to just $379.99. Originally retailing for $799, this reflects a $420 discount off MSRP. According to Amazon, the rugged Apple Watch Ultra has been inspected and tested to ensure its fully functional.Grab the Apple Watch deal Continue Reading on AppleInsider | Discuss on our Forums

ODA proudly present the luxurious residential development, Green Utopia, a 94-unit tower in Taichung, Taiwan, which has pockets of nature dotted throughout its interior spaceshttps://www.e-architect.com/taiwan/green-utopia-tower-taichung-taiwan#LuxuryLiving #apartmentliving #taiwan #architectureODA proudly present the Green Utopia, a 94-unit tower in Taichung, Taiwan, which has pockets of nature dotted throughout its interior spaces

LQS Architects design for the Jun Meng House in Shanghai, China, acts as a lantern that illuminates the stunning landscape that it looks out overhttps://www.e-architect.com/shanghai/jun-meng-house-shanghai-china-property#architects #housedesign #shanghai #China #architectsLQS Architects' design for the Jun Meng House in Shanghai is a lantern that illuminates the stunning landscape that it looks out over

Discover "Handshake Urbanism" a blend of heritage and renewal reshaping Nantou, Shenzhen. See how design balances tradition and growth. #UrbanDesign #SustainableCities #Architecture #CommunitySpaces https://bit.ly/3CxNN1FAn innovative approach to urban revitalization brings life to Shenzhens historic Nantou neighborhood but as creativity and capital flow in, so do concerns about gentrification.