Instagram’s algorithm overhaul will reward ‘original content’ and penalize aggregators

Instagram is overhauling its recommendation algorithm for Reels to boost “original content” in a move that will have significant implications for aggregator accounts and others that primarily repost other users’ work. The company is also changing the way it ranks Reels in an attempt to give smaller accounts more distribution in the app.

In a blog post announcing the changes, the company said it’s trying to “correct” its ranking system so that accounts with smaller followings will have an easier time expanding their reach. “Historically because of how we’ve ranked content, creators with large followings and aggregators of reposted content have gotten more reach in recommendations than smaller, original content creators,” the company explains. “We think it’s important to correct this to give all creators a more equal chance of breaking through to new audiences.”

It’s unclear exactly how Instagram is tweaking its recommendations to make them "more equal,” but the company suggests that the algorithm will no longer prioritize accounts with more followers. “Eligible content … is shown to a small audience that we think will enjoy it, regardless of whether they follow the account that posted it or not,” the company says. “As this audience engages with the content, the top performing set of reels are shown to a slightly wider audience, then the best of these are shown to an even wider group, and so on.” The change will roll out “over the coming months” so it could still be some time before creators see the effects of this update.

The app’s changes around “original content,” however, could be much more immediate. Instagram says it will actively replace reposted Reels with the “original” clip in its suggestions when it detects two pieces of identical content. Accounts that share reposted Reels will also be slapped with a label prominently tagging the original creator. The company says these changes won’t apply to creators that make “significant” changes like recording voice-overs or reaction clips, or if posts are “materially edited to become a meme.”

Aggregator accounts that “repeatedly'' publish posts from others will be penalized even more harshly. Instagram says it will stop recommending Reels from these accounts altogether if they have posted unoriginal content 10 or more times over the previous 30 days. That change could crater the reach of popular aggregator accounts that share other users’ clips, often in order to promote affiliate shopping links and other schemes.

Of note, all of these changes for now only apply to Reels and not other types of posts on Instagram (a spokesperson said the company will “explore expanding to other formats in the future”.) The changes also broadly reflect the fact that Instagram has tried to decrease the importance of follower counts. That has frustrated some creators who complain that most of their followers don’t see their posts in their feeds.

In recent weeks, Instagram head Adam Mosseri has taken to Threads to field complaints from several creators sharing their account statistics and demanding to know why more of their followers don’t see their posts. In one recent exchange, nature photographer Nate Luebbe who has 142,000 followers on Instagram, pressed Mosseri on why a popular post only reached about 20 percent of his followers. In his reply, Mosseri suggested that was how Instagram’s algorithm is intended to function.

So while these latest changes are directed at Reels specifically, the updates suggest Meta will continue to focus on other metrics besides follower counts. That may be disappointing to those who have built up a large audience over several years, but Meta seems to view it as a better way of leveling the playing field for small accounts.

Instagram previously updated its algorithm in 2022 in order to prioritize original content. Mosseri said at the time that he didn't want the app to “overvalue aggregators” though he acknowledged it was difficult to know “for sure” when a piece of content was original. Whatever changes were made at the time, though, may not have gone far enough if the company is still trying to “correct” imbalances a full two years later.

This article originally appeared on Engadget at https://www.engadget.com/instagrams-algorithm-overhaul-will-reward-original-content-and-penalize-aggregators-130018977.html?src=rss

Instagram’s algorithm overhaul will reward ‘original content’ and penalize aggregators

Instagram is overhauling its recommendation algorithm for Reels to boost “original content” in a move that will have significant implications for aggregator accounts and others that primarily repost other users’ work. The company is also changing the way it ranks Reels in an attempt to give smaller accounts more distribution in the app.

In a blog post announcing the changes, the company said it’s trying to “correct” its ranking system so that accounts with smaller followings will have an easier time expanding their reach. “Historically because of how we’ve ranked content, creators with large followings and aggregators of reposted content have gotten more reach in recommendations than smaller, original content creators,” the company explains. “We think it’s important to correct this to give all creators a more equal chance of breaking through to new audiences.”

It’s unclear exactly how Instagram is tweaking its recommendations to make them "more equal,” but the company suggests that the algorithm will no longer prioritize accounts with more followers. “Eligible content … is shown to a small audience that we think will enjoy it, regardless of whether they follow the account that posted it or not,” the company says. “As this audience engages with the content, the top performing set of reels are shown to a slightly wider audience, then the best of these are shown to an even wider group, and so on.” The change will roll out “over the coming months” so it could still be some time before creators see the effects of this update.

The app’s changes around “original content,” however, could be much more immediate. Instagram says it will actively replace reposted Reels with the “original” clip in its suggestions when it detects two pieces of identical content. Accounts that share reposted Reels will also be slapped with a label prominently tagging the original creator. The company says these changes won’t apply to creators that make “significant” changes like recording voice-overs or reaction clips, or if posts are “materially edited to become a meme.”

Aggregator accounts that “repeatedly'' publish posts from others will be penalized even more harshly. Instagram says it will stop recommending Reels from these accounts altogether if they have posted unoriginal content 10 or more times over the previous 30 days. That change could crater the reach of popular aggregator accounts that share other users’ clips, often in order to promote affiliate shopping links and other schemes.

Of note, all of these changes for now only apply to Reels and not other types of posts on Instagram (a spokesperson said the company will “explore expanding to other formats in the future”.) The changes also broadly reflect the fact that Instagram has tried to decrease the importance of follower counts. That has frustrated some creators who complain that most of their followers don’t see their posts in their feeds.

In recent weeks, Instagram head Adam Mosseri has taken to Threads to field complaints from several creators sharing their account statistics and demanding to know why more of their followers don’t see their posts. In one recent exchange, nature photographer Nate Luebbe who has 142,000 followers on Instagram, pressed Mosseri on why a popular post only reached about 20 percent of his followers. In his reply, Mosseri suggested that was how Instagram’s algorithm is intended to function.

So while these latest changes are directed at Reels specifically, the updates suggest Meta will continue to focus on other metrics besides follower counts. That may be disappointing to those who have built up a large audience over several years, but Meta seems to view it as a better way of leveling the playing field for small accounts.

Instagram previously updated its algorithm in 2022 in order to prioritize original content. Mosseri said at the time that he didn't want the app to “overvalue aggregators” though he acknowledged it was difficult to know “for sure” when a piece of content was original. Whatever changes were made at the time, though, may not have gone far enough if the company is still trying to “correct” imbalances a full two years later.

This article originally appeared on Engadget at https://www.engadget.com/instagrams-algorithm-overhaul-will-reward-original-content-and-penalize-aggregators-130018977.html?src=rss

OpenAI GPT-2 AI model released to the Chatbot Arena – Early ChatGPT-5?

OpenAI ChatGPT-5

OpenAI has introduced a new AI model, referred to as the GPT2 chatbot, into the Chatbot Arena, a platform where different AI systems are tested against each other through user queries. This model has sparked speculation about ChatGPT5 its capabilities and potential identity, with some suggesting it could be GPT 4.5 or even GPT 5. […]

The post OpenAI GPT-2 AI model released to the Chatbot Arena – Early ChatGPT-5? appeared first on Geeky Gadgets.

The Exciting Fusion of 3D Printing and Woodworking Joints

3D printing woodworking joints

If you enjoy 3D printing new designs and manufacturing furniture or projects using 3D printing techniques. You might be interested in a new blend which is taking traditional woodworking joints into 3D printing. Dovetail joints, known for their durability and interlocking capabilities in woodworking, are at the forefront of this transformation into 3D printing concepts. […]

The post The Exciting Fusion of 3D Printing and Woodworking Joints appeared first on Geeky Gadgets.

FCC fines America’s largest wireless carriers $200 million for selling customer location data

The Federal Communications Commission has slapped the largest mobile carriers in the US with a collective fine worth $200 million for selling access to their customers' location information without consent. AT&T was ordered to pay $57 million, while Verizon has to pay $47 million. Meanwhile, Sprint and T-Mobile are facing a penalty with a total amount of $92 million together, since the companies had merged two years ago. The FCC conducted an in-depth investigation into the carriers' unauthorized disclosure and sale of subscribers' real-time location data after their activities came to light in 2018.

To sum up the practice in the words of FCC Commissioner Jessica Rosenworcel: The carriers sold "real-time location information to data aggregators, allowing this highly sensitive data to wind up in the hands of bail-bond companies, bounty hunters, and other shady actors." According to the agency, the scheme started to unravel following public reports that a sheriff in Missouri was tracking numerous individuals by using location information a company called Securus gets from wireless carriers. Securus provides communications services to correctional facilities in the country. 

While the carriers eventually ceased their activities, the agency said they continued operating their programs for a year after the practice was revealed and after they promised the FCC that they would stop selling customer location data. Further, they carried on without reasonable safeguards in place to ensure that the legitimate services using their customers' information, such as roadside assistance and medical emergency services, truly are obtaining users' consent to track their locations. 

The companies told Fast Company that they intend to challenge the fines. T-Mobile, which faces the biggest penalty worth $80 million — Sprint was fined $12 million — said it was excessive. AT&T said the decision lacked "both legal and factual merit" and that the decision "perversely punishes [the companies] for supporting life-saving location services."

This article originally appeared on Engadget at https://www.engadget.com/fcc-fines-americas-largest-wireless-carriers-200-million-for-selling-customer-location-data-121246900.html?src=rss

FCC fines America’s largest wireless carriers $200 million for selling customer location data

The Federal Communications Commission has slapped the largest mobile carriers in the US with a collective fine worth $200 million for selling access to their customers' location information without consent. AT&T was ordered to pay $57 million, while Verizon has to pay $47 million. Meanwhile, Sprint and T-Mobile are facing a penalty with a total amount of $92 million together, since the companies had merged two years ago. The FCC conducted an in-depth investigation into the carriers' unauthorized disclosure and sale of subscribers' real-time location data after their activities came to light in 2018.

To sum up the practice in the words of FCC Commissioner Jessica Rosenworcel: The carriers sold "real-time location information to data aggregators, allowing this highly sensitive data to wind up in the hands of bail-bond companies, bounty hunters, and other shady actors." According to the agency, the scheme started to unravel following public reports that a sheriff in Missouri was tracking numerous individuals by using location information a company called Securus gets from wireless carriers. Securus provides communications services to correctional facilities in the country. 

While the carriers eventually ceased their activities, the agency said they continued operating their programs for a year after the practice was revealed and after they promised the FCC that they would stop selling customer location data. Further, they carried on without reasonable safeguards in place to ensure that the legitimate services using their customers' information, such as roadside assistance and medical emergency services, truly are obtaining users' consent to track their locations. 

The companies told Fast Company that they intend to challenge the fines. T-Mobile, which faces the biggest penalty worth $80 million — Sprint was fined $12 million — said it was excessive. AT&T said the decision lacked "both legal and factual merit" and that the decision "perversely punishes [the companies] for supporting life-saving location services."

This article originally appeared on Engadget at https://www.engadget.com/fcc-fines-americas-largest-wireless-carriers-200-million-for-selling-customer-location-data-121246900.html?src=rss

The best work-from-home and office essentials for graduates

Remote and hybrid work is a real possibility for many recent graduates, as is schlepping it to an office every weekday. Some grads may be off to a career in welding and will be free of offices altogether. While we don't have the proper expertise to make recommendations for that latter category, the Engadget staff has decades of collective experience working from home and commuting to offices. These gadgets have helped us get through our workdays more efficiently and comfortably — and make good gifts for any budding professional.

This article originally appeared on Engadget at https://www.engadget.com/best-work-from-home-office-gifts-for-graduates-123015003.html?src=rss

How to Create Recurring Tasks in Notion

Recurring Tasks in Notion

Efficient task management is crucial for boosting productivity, and Notion provides a range of versatile tools to help you achieve this goal. Whether you’re a novice or an experienced user, setting up recurring tasks in Notion can significantly enhance your workflow. This comprehensive guide offers a step-by-step approach to mastering recurring tasks in Notion, catering […]

The post How to Create Recurring Tasks in Notion appeared first on Geeky Gadgets.

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SkyNest ultralight hammock tent for your next outdoor adventure

lightweight hammock tent

If you are planning to adventure into the wilds you might be interested in a new innovative ultralightweight hammock tent called the SkyNest. In which you can immerse yourself in this serene environment without sacrificing comfort or convenience. This revolutionary camping gear combines the best aspects of a hammock and a tent, allowing you to […]

The post SkyNest ultralight hammock tent for your next outdoor adventure appeared first on Geeky Gadgets.

10 Best Fun & Useful Products You Need To Keep Your Pets Entertained & Well Taken Care Of

Any time I’ve spent with my beloved cats is a core memory for me, and I absolutely love cuddling up with them, or playing random games with them! But in all honesty, I’m running out of ways to keep them busy, amused, and entertained. And you know, if your kitties are bored and restless for too long, they end up knocking down objects out of sheer spite and boredom. And if by any chance you’re pretty much in the same precarious situation as me and are always looking for new ways to keep your pet entertained, productive, and happy, then this collection of pet products promises to come to your rescue! From a modular pet-friendly sofa to a pet-friendly console – these product designs will take good care of your pet, and keep them active and content.

1. Quarter Sofa

Dubbed the Quarter Sofa, this modular and pet-friendly sofa is crafted from wood and fabrics. The sofa includes various modules in the shapes of squares and circles. The modules can be easily assembled and disassembled to build various intriguing and fun configurations.

Why is it noteworthy?

The configurations created can function as a fun and amusing playground for your cats. Your cats can easily move and jump around, and if you have multiple cats they can even play together.

What we like

  • You can rearrange the different modules to accommodate a variety of people
  • The hollow spaces can be used to hold and showcase items

What we dislike

  • If your cat pees or poops in the space, it can be tough to clean and access them

2. Waggin G1

Called the Waggin G1, and designed by Waggin – this unique product is a pet bike trailer and a backpack in one. The trailer is in fact attached to the backpack so it is quite easy to assemble and disassemble, and you can efficiently carry it around with you. The backpack also contains some storage space.

Why is it noteworthy?

The backpack can hold snacks and toys for your pet, or even your items. It can store your laptop, or even some books and notebooks if you need any on your outing.

What we like

  • You can easily and safely attach the trailer to your bike

What we dislike

  • It can only accommodate small to medium-sized pets, so you will need to look for another option for your bigger fur buddy

3. PAWaii Wireless Pet Water Fountain

Named the PAWaii Wireless Pet Water Fountain, this unique device keeps your pets hydrated at all times. It provides fresh water to your pets even if you’re home or not. It provides constant access to clean and filtered water, and it has a NSF-certified filter which reduces calcium and magnesium ions.

Why is it noteworthy?

The water fountain is equipped with UV sterilization and it kills any bacteria or microorganisms found in the water. It includes three modes that you can use, and you can use these modes at the same time as well. The modes are – regular mode, manual mode, and inductive mode.

What we like

  • Equipped with a water-electricity separation design and anti-slip silicone pad

What we dislike

  • It is a conceptual design, so we don’t know how well it will translate into a tangible product

4. UTSÅDD Collection

IKEA recently designed their UTSÅDD collection, which is designed to bring joy to felines and dogs, and to their parents as well. The collection includes 29 pieces, which were designed in consultation with veterinarians and pet product specialists. The products were also tested out on the actual users – the doggos and the cattos!

Why is it noteworthy?

The products are machine-washable, durable, dishwasher-safe, and water-repellant. They’re well-designed, and also pretty gentle and safe for pets. The collection includes soft toys for dogs, and a play tunnel for cats, as well as pet bowls, beds, and houses.

What we like

  • Features a clean and minimalist vibe
  • The products are not only fun but also useful

What we dislike

  • Some pieces are a bit expensive

5. Choo Choo Console

Named the Choo Choo console, this furniture design is much more than just a piece of decor, in fact, it can be used as a dedicated little spot for your pets. The design is made using natural materials like cane wedding and wood. It is created to enhance and elevate the connection between cats and humans.

Why is it noteworthy?

The console is a sleek and modern version of a bullet train. It has a hint of contemporary elegance and style to it, while also integrating a sense of efficiency and speed. The designer merged high-speed transportation with the arena of pet-friendly design.

What we like

  • Serves as a cozy and welcoming space for cats to rest, clean their paws and nails

What we dislike

  • Seems to be a bulky and space-consuming design that will occupy a lot of space

6. Sphericon Dog Chew Toy

Inspired by the intriguing world of geometry, this unique toy is called the Sphericon Dog Chew Toy. It is the perfect little toy to keep your doggo happy and distracted while adding an element of excitement and freshness to their daily playtime. It helps keep your pet entertained and happy!

Why is it noteworthy?

This chew toy is intended to be something new and novel in the field of canine entertainment. It is a solid object that features a continuous developable surface. And unlike most everyday toys, this sphericon has a distinctive shape that lets it roll around in a fascinating and captivating manner.

What we like

  • Brings a whole new dimension and element to your dog’s daily playtime
  • Can adapt to various play environments

What we dislike

  • It is small in size, so you need to make sure your doggo doesn’t misplace or lose it

7. Triangle Toy

Named the Triangle Toy, this innovative toy is designed to provide entertainment to your furry friends, while also functioning as a work of art. It is a one-of-a-kind pet toy that isn’t simply for playing with, but it can also offer an exciting visual experience which is inspired by nature.

Why is it noteworthy?

The Triangle Toy is designed to be creative and interesting. It is a canvas for the motifs of clouds, the sun, and the mountains. The mountains are represented by the triangular structure, while the rolling ball signifies the gentle flow of the clouds.

What we like

  • Besides being a creative pet toy, it also looks like a work of art that can enhance any space it is placed in

What we dislike

  • The toy is currently a concept, so we are unsure how well it will translate into an actual product

8. Dog Hut Desk

If you’re a pet owner, then the best kind of furniture for your home is furniture design that can be used by people and your pet! This creates a living situation that is enjoyable and engaging for pet owners and their pets, instilling and growing an emotional connected between the two. And the Dog Hut Desk is an excellent example of such a furniture design!

Why is it noteworthy?

The Dog Hut Desk is created to be a new nap spot for your doggo. It is a wooden desk design with a metallic U-leg on one end, and a small D-shaped bed for your doggo on the other end. You can work peacefully, while your doggo naps comfortably right beside you, allowing you both to spend some quality time together.

What we like

  • You can fit in a cushiony mattress on which your dog can lie down and relax

What we dislike

  • If your doggo is a bit rowdy and naughty, he may distract you while you’re working

9. ORo

Revealed at CES 2024 by Ogmen Robotics, this intelligent and super cool home robot is designed to be the ultimate playmate, guardian, and caretaker for your doggo. It looks like a robot on wheels dedicated to human use, but it in fact takes care of your beloved pet!

Why is it noteworthy?

It offers physical, mental, and emotional stimulation through various playful activities. Called ORo, this neat robot keeps an eye on your dog’s health, and can even discover when they are anxious or uneasy. ORo can also play some calming music to help them relax and destress.

What we like

  • You can train your dog using ORo through virtual training services and obedience games

What we dislike

  • We are unsure about how comfy dogs would feel with a robot, they could get aggressive or feel threatened by the presence

10. Clink Clicker

Called the Clink Clicker, this little device is ideal for your doggo’s training regime. It merges the clicking and the treats in one efficient device, so you only need to hold and use one device while conducting your dog’s training. Although it looks like your conventional clicker, it features a sliding mechanism for storing treats to utilize as a reward.

Why is it noteworthy?

Once your doggo’s training is done, you simply need to click the clicker, and your dog will come to you, and you can feed him the treat at once. The little space for the treats is a desiccant compartment keeping the snacks fresh even if you’re outdoors, and it gets kinda hot.

What we like

  • Makes your training session with your doggo easier and simpler
  • Saves time on the training process

What we dislike

  • The clicker is quite small and compact, so you need to make sure you don’t lose it

The post 10 Best Fun & Useful Products You Need To Keep Your Pets Entertained & Well Taken Care Of first appeared on Yanko Design.