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 ai assistant


'Sonos 27' brings a refreshed UI to the app and lets AI agents control your system

Engadget

Alongside a new soundbar and headphones, Sonos is announcing an updated app and some major changes to the underlying OS that powers all of its products. Forgive me for immediately delving into the recent past, but this is likely the biggest software update the company has announced since its absolutely disastrous app update in 2024. Without rehashing too much, Sonos rushed the app update out to enable functionality for its new Ace headphones, but it was missing a ton of key features and was extremely buggy. The cascading effects of this resulted in the dismissal of CEO Patrick Spence and a 2025 where the company didn't release any new products. We have to imagine that Sonos learned enough from the 2024 debacle to make sure things are locked up for the launch of Sonos 27 -- yup, the company is giving its OS annual version numbers going forward.


How Adobe Acrobat makes PDF editing easy

PCWorld

Try out Adobe Acrobat for free today! If you regularly work with PDF files, then you'll know how important they are in the modern world. Whether it's contracts that need to be signed, reports to be amended, forms that require filling out or that all important presentation, PDFs are a cornerstone of professional life. It can be surprising then that many people try to edit them with basic, free software that makes the process harder and more complicated. Formatting issues, problems moving from one device platform to another, and restrictive tools are commonplace, which can leave users frustrated at the time they're wasting.


AI chatbot privacy: What your AI may know about you

FOX News

AI privacy controls for ChatGPT, Meta AI and Apple Intelligence now cover memory, ads and personalization. Review privacy settings and data controls to limit what chatbots remember.


You may have just gotten Alexa AI for free, even if you dont have Amazon Prime

Mashable

Mashable Voices Mashable Selects Look Up Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Say More Safety Net Creator Hub Versus Gift Ideas For Everyone On Your List Switch Off Trending Now In My Bag All Series You may have just gotten Alexa+ AI for free, even if you don't have Amazon Prime Amazon is rolling out its AI assistant to Fire TV users at not cost. Amazon's Alexa+ AI assistant is now free for Fire TV users. Have an Amazon Fire TV device? Well, you just got Alexa+, Amazon's AI assistant, for free -- whether you like it or not. On Wednesday, Amazon announced that the company would now include Alexa+ at no cost with every Fire TV device.


Microsoft ditches Copilots mascot Mico (and cuts a few AI features)

Mashable

Safety Net Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Look Up Creator Hub Versus Say More Gift Ideas For Everyone On Your List Mashable Selects Switch Off Trending Now In My Bag VidCon with Mashable All Series Microsoft ditches Copilot's mascot Mico (and cuts a few AI features) Copilot's consumer and business apps are merging, resulting in these changes. Microsoft is merging its consumer and business Copilot apps. With the changes, come the loss of some AI tools and Copilot's own animated mascot. Say goodbye to Mico and a handful of AI tools, Microsoft Copilot users. According to new Microsoft support documents, the tech giant is making major changes to its AI assistant, Copilot.


HalluSquatting AI attack could hijack your computer

FOX News

This material may not be published, broadcast, rewritten, or redistributed. Quotes displayed in real-time or delayed by at least 15 minutes. Market data provided by Factset . Powered and implemented by FactSet Digital Solutions . Mutual Fund and ETF data provided by LSEG . Fox News AI Newsletter: IBM's AI warning sends'shockwave' Would you trust a tiny dental robot? Tesla helped save a driver; is your car ready? So why is your device showing ads? Would you pay $8,000 for a robot to fold laundry?


collection

Neural Information Processing Systems

A.1 Prompt-Image Sample Curation916 We source the PI dataset from Adversarial Nibbler which is publicly available [37] under the following917 License: "Google LLC licenses this data under a Creative Commons Attribution 4.0 International918 License. Users will be allowed to modify and repost it, and we encourage them to analyse and919 publish research based on the data. The dataset is provided "ASIS" without any warranty, express or920 implied. Google disclaims all liability for any damages, direct or indirect, resulting from the use of921 the dataset." We now provide details about the Adversarial Nibbler dataset. Originally Adversarial922 Nibbler contains over 5000 PI pairs, where the prompts are intended to be implicitly adversarial,923 where the prompts itself are safe and not explicitly harmful, but generate harmful image outcomes924 via T2I models belonging to the family of stable diffusion models, DALL-E models, etc.


Adobe brings its Firefly AI Assistant inside of Premiere, Photoshop and Illustrator

Engadget

The company is also previewing an upgraded creative AI studio experience. Earlier this year, Adobe debuted Firefly AI Assistant, an AI agent that could work across its family of Creative Cloud apps to complete multi-step workflows on behalf of users. Today, the company is previewing an updated Firefly creative AI studio experience that expands the capabilities of that software, starting with an upgrade to AI Assistant's ability to carry context forward. A new Elements feature allows users to save characters, locations and objects they've previously generated to reuse in future outputs. Adobe suggests this capability will allow AI Assistant to better maintain consistency across stories, campaigns and projects that evolve inside of Firefly.


In the Eye of MLLM: Benchmarking Egocentric Video Intent Understanding with Gaze-Guided Prompting

Neural Information Processing Systems

The emergence of advanced multimodal large language models (MLLMs) has significantly enhanced AI assistants' ability to process complex information across modalities. Recently, egocentric videos, by directly capturing user focus, actions, and context in an unified coordinate, offer an exciting opportunity to enable proactive and personalized AI user experiences with MLLMs. However, existing benchmarks overlook the crucial role of gaze as an indicator of user intent. To address this gap, we introduce EgoGazeVQA, an egocentric gaze-guided video question answering benchmark that leverages gaze information to improve the understanding of longer daily-life videos. EgoGazeVQA consists of gaze-based QA pairs generated by MLLMs and refined by human annotators. Our experiments reveal that existing MLLMs struggle to accurately interpret user intentions using only global visual tokens. In contrast, our gaze-guided intent prompting methods significantly enhance performance by integrating spatial, temporal, and intent-related cues. We further conduct experiments on gaze-related fine-tuning and analyze how gaze estimation accuracy impacts prompting effectiveness. These results underscore the value of gaze for more personalized and effective AI assistants in egocentric settings.


EU orders Meta to stop blocking rival AI chatbots on WhatsApp

Engadget

It's an interim measure while the European Commission investigates the ban. The European Union has ordered Meta to open WhatsApp to AI chatbots from rival companies again, for free, as it investigates the messaging app's owner over potential antitrust violations. Meta introduced a new policy in October 2025 that banned third-party AI chatbots from the WhatsApp for Business API, making Meta AI the only chatbot that can access the service. Before the ban, companies could send notifications through WhatsApp, such as order alerts, using other AI assistants. EU officials opened an antitrust investigation into the new policy in December and then warned the company earlier this year that it can take interim measures against it. In its announcement, the commission explained that Meta has held a dominant position in the European messaging app market since at least 2023.