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Siliconangle

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Meta is now letting users tinker with Instagram’s algorithm recommendation system

  • Instagram now allows users to reset the recommendation system that powers their feeds.
  • The move aims to address concerns about the addictive nature and harmful effects of Instagram's algorithm.
  • Users can now start fresh and clear all recommended content by hitting the algorithm refresh button.
  • Meta, the parent company of Instagram, has been under scrutiny and is taking steps to protect children on the platform.

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Insider

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Tired of your Instagram algorithm? You'll be able to reset it soon for a 'fresh start.'

  • Meta is testing a feature on Instagram that allows users to reset their recommendations algorithm to get a 'fresh start.'
  • The feature will soon roll out globally to all users.
  • Users will be able to clear out their recommendations across Explore, Reels, and Feed.
  • This feature is aimed at giving users, especially teens, more control over their Instagram experience.

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Sequence learning: A paradigm shift for personalized ads recommendations

  • Meta’s ad recommendation engine, powered by deep learning recommendation models (DLRMs), has been instrumental in delivering personalized ads to people.
  • Keys to success include thousands of human-engineered signals or features in the DLRM-based recommendation system.Foundational transformations along two dimensions that have addressed limitations of traditional DLRMs are event-based learning and learning from sequences.
  • Meta's new system for ads recommendations uses sequence learning at its core. This necessitated a complete redesign of the ads recommendations system across data storage, feature input formats, and model architecture.
  • Event-based features - EBFs - are the building blocks for the new sequence learning models. EBFs - an upgrade to traditional features - standardizes heterogeneous inputs to sequence learning models.
  • An event model synthesizes event embeddings from event attributes. It learns embeddings for each attribute and uses linear compression to summarize them into a single event attributed-based embedding.
  • Following the redesign to shift from sparse feature learning to event-based sequence learning, the next focus was scaling across two domains — scaling the sequence learning architecture and scaling event sequences to be longer and richer.
  • Meta’s next-generation recommendation system’s ability to learn directly from event sequences to better understand people’s preferences is further enhanced with longer sequences and richer event attributes.
  • The impact and future of sequence learning are widely adopted across Meta’s ads systems, resulting in gains in ad relevance and performance, efficient infrastructure, and accelerated research velocity.
  • Going forward, the focus will be on further scaling event sequences by 100X, developing more efficient sequence modeling architectures like linear attention and state space models, key-value (KV) cache optimization, and multimodal enrichment of event sequences.

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BGR

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Instagram will finally let you reset algorithm recommendations

  • Instagram is testing a new feature that allows users to reset their algorithm recommendations across Explore, Reels, and Feed.
  • Users can access the feature by going to the Content Preferences option in the Instagram app and choosing to reset content suggestions.
  • Once reset, Instagram will display personalized suggestions based on user interactions, but it won't change who you follow or ad topics.
  • Instagram also provides other tools for teenagers to improve their recommendations and overall experience on the platform.

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Silicon

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German Facebook Users Eligible For Compensation Over Data Breach

  • Millions of German Facebook users are eligible for compensation over a data leak that occurred in 2018-2019.
  • Germany's highest civil court, the Federal Court of Justice (BGH), ruled that users' loss of control over their data warrants damages, without the need to prove specific financial losses or misuse of the data.
  • The ruling acts as a precedent for similar cases currently being processed in German courts.
  • Approximately six million people in Germany were affected by the data leak.

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Reshape Your Instagram With a Recommendations Reset

  • Instagram is testing the ability for everyone, including teens, to reset their recommendations.
  • By resetting, users can clear recommended content across Explore, Reels, and Feed.
  • Recommendations will personalize again over time based on user interactions.
  • Teens will have the option to review and unfollow accounts with unwanted content.

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TechCrunch

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Instagram will soon let you reset your recommendation algorithm

  • Instagram is testing a new feature that allows users to reset their recommendations.
  • By resetting recommendations, users can retrain the app's algorithm about their content preferences.
  • This feature is similar to TikTok's 'reset' option for For You feeds.
  • Users will have the option to review their following list and unfollow irrelevant accounts.

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Silicon

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India Fines Meta $25m Over WhatsApp Data Sharing

  • India's competition regulator, the CCI, has fined Facebook parent Meta $25m over antitrust violations related to a 2021 WhatsApp privacy policy.
  • Meta is ordered not to share user data with its other apps for five years.
  • The CCI investigated the privacy policy change that made data sharing with Meta mandatory for all users, removing the option to opt out.
  • The regulator found that Meta's approach constituted an unfair condition and an abuse of its dominant position.

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TechCrunch

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India orders Meta to curb WhatsApp data sharing, levies $25M fine

  • India's competition watchdog has ordered WhatsApp to stop sharing user data with other Meta units for advertising purposes for five years.
  • The Competition Commission of India found WhatsApp's privacy update to be an abuse of Meta's dominant position by forcing users to accept expanded data collection without an opt-out option.
  • WhatsApp's mandatory data-sharing requirement created entry barriers for Meta's rivals and denied market access in the display advertising market.
  • In addition to a fine of $25.4 million, WhatsApp must make significant changes to its data practices in India, providing detailed explanations and opt-out options for users.

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Metro

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WhatsApp rolling out new feature so you’ll never forget to press ‘send’ ever again

  • WhatsApp has rolled out a new feature called 'Message Drafts'.
  • Unsent messages will be marked as drafts with a small 'Draft' note next to them.
  • Drafts will be displayed at the top of chats, just below pinned messages.
  • WhatsApp has recently introduced other features like 'lists' and plans to make phone numbers obsolete.

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Insider

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WiFi Money sued by Nebraska Attorney General over allegations of 'deceptive' passive income promises

  • Nebraska Attorney General sues WiFi Money, alleging 'deceptive' passive income promises.
  • WiFi Money accused of causing Nebraska residents to lose over $3 million.
  • Lawsuit focuses on investment opportunities during COVID-19 that promised profits through dropshipping.
  • WiFi Money faces multiple legal issues, including ongoing lawsuits and accusations of fraud.

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TechViral

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How to Turn On or Off Professional Mode on Facebook

  • Facebook has introduced a Professional Mode feature, previously limited to Facebook Pages, for individual profiles.
  • Professional Mode provides access to professional tools and insights, allowing users to build their professional presence from their profile.
  • When Professional Mode is turned on, users can access content and audience insights, enhanced safety features, and monetization products on Facebook.
  • To turn Professional Mode on or off, users need to go to their profile settings, scroll down to the Professional Mode option, and select the desired action.

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Gizchina

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WhatsApp’s New Look: Discover the Themed Icons Update

  • WhatsApp is launching themed icons to improve user interaction with the app.
  • Themed icons will replace old gray icons with colorful ones for easy identification of individual and group chats.
  • The update allows users to personalize their app with themed icons, without affecting how others see their app.
  • WhatsApp aims to improve user experience by adding more customization options.

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TechViral

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How to Add Music to Your Facebook Profile

  • You can add music to your Facebook profile and pin one you want to make visible on your Facebook bio.
  • To add music, open the Facebook app on your Android device, tap on your profile picture, scroll down and tap 'See your About Info', then scroll to the Music section and tap 'Add Music'. Search for the song or music you want to add and tap the song or the Add button.
  • To pin music, open the Facebook app on your Android device, tap on your profile picture, scroll down and tap 'See your About Info', then scroll to the Music section and tap the added music. Tap on the three dots beside the music name and select 'Pin to profile' option.
  • To delete a song, open the Facebook app on your device, tap on your profile picture, scroll down and tap 'See your About Info', then scroll to the Music section and tap the added music. Tap on the three dots beside the music name and select 'Delete song from the profile' option.

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Jeffbullas

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7 Best sites to Buy Instagram Automatic Likes (Instant & Cheap)

  • If you're struggling to get likes on Instagram, you may be interested in purchasing automatic Instagram likes from one of the providers available on the market.
  • We've tested over 90+ websites and have come up with the top seven websites to buy Instagram auto likes.
  • Our top pick is UseViral.com, which has been featured on magazines like Forbes and Entrepreneur as the best site to buy auto likes on Instagram.
  • Other top sites include SidesMedia.com, Growthoid.com, Tokupgrade, TweSocial, Stormlikes, and Likes.io.
  • When buying Instagram auto likes, make sure to research the quality of the likes, the delivery time, the website itself, and client testimonials before committing to a company.
  • Some pros of buying Instagram auto likes include getting an instant boost on all your content, speeding up engagement, and competing with other accounts in your niche.
  • However, it's important to note that buying auto likes doesn't replace your Instagram strategy and can add up in cost over time.
  • It's also important to use reputable companies to avoid fake or bot likes, and no, you won't get banned for buying Instagram auto likes from legit providers.
  • Overall, having lots of likes on your Instagram content can help you gain more popularity and reach through the Instagram algorithm, and is worth considering for businesses, influencers, and individuals alike.
  • Antonio Lane, a passionate tech entrepreneur and marketer, authored this article and claims that more engagement through likes means success on Instagram, but also advises to have great content and other strategies in place to keep Instagram growth thriving.

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