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TikTok Looks to Limit Harmful Impacts of Algorithm Amplification with New Tests

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tiktok looks to limit harmful impacts of algorithm amplification with new tests
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This is an interesting experiment – TikTok has outlined how it’s looking to reduce the potentially harmful impacts of algorithm amplification by limiting the amount of videos in certain, sensitive categories that are highlighted in user ‘For You’ Feeds.

That could reduce polarization, and stop users feeling overwhelmed by some topics.

As explained by TikTok:

We recognize that too much of anything – whether it’s animals, fitness tips, or personal well-being journeys – doesn’t fit with the diverse discovery experience we aim to create. That’s why our recommendation system works to intersperse recommendations that might fall outside people’s expressed preferences, offering an opportunity to discover new categories of content. For example, our systems won’t recommend two videos in a row made by the same creator or with the same sound. Doing so enriches the viewing experience and can help promote exposure to a range of ideas and perspectives on our platform.”

That, in itself, helps to broaden the TikTok experience, and keep things fresh. But now, TikTok’s also looking to expand its system limits to ensure that users are not shown too much content on certain topics.

As we continue to develop new strategies to interrupt repetitive patterns, we’re looking at how our system can better vary the kinds of content that may be recommended in a sequence. That’s why we’re testing ways to avoid recommending a series of similar content – such as around extreme dieting or fitness, sadness, or breakups – to protect against viewing too much of a content category that may be fine as a single video but problematic if viewed in clusters.”

Which is actually a key concern, with algorithms, utilizing binary qualifiers, working to show you more of what you engage with, without the context of why you might be viewing or otherwise interacting with certain clips.

If you’re in a vulnerable state and you end up watching more videos related to similar concerns, that could indicate to an algorithmic system that you’re interested in more of that content – when really, routing more of that material to you, at that time, could actually cause more harm, which a machine learning system can’t understand, without additional guidance.

It’s a smart exploration by TikTok – and while it won’t necessarily be able to catch all possible instances of potential harm in this respect, if it can limit the impacts of some of the worst elements, that could be significant.

In addition to this, TikTok’s also developing a new option that would enable people to choose disqualifying words or hashtags, associated with content that they don’t want to see in their ‘For You’ feed, to reduce instances of unwanted exposure, based on personal preference.

That could be diet videos, make-up tutorials – whatever issue you find triggering, you would be able to reduce, and maybe even eliminate from your feed entirely, lessening the potential impacts of such in your experience.

Given its popularity among younger users, this is a critical element of focus for TikTok, with the platform already under significant scrutiny over the impact that its trends and content can have on young, impressionable users, in varying ways.

Giving people more capacity to control their ‘For You’ recommendations could be a big step – but even further, enhancing its automated recommendations around potentially sensitive topics could be even more valuable, as not everyone has the self-awareness to be able to moderate their own experience in this way.

Considering its rapid growth, TikTok has done fairly well in providing algorithmic protections thus far, and its addictive algorithm, and capacity to pull from a huge pool of publicly uploaded clips, really is the app’s secret sauce, and the reason for its massive success.

With that in mind, intelligent explorations like this are key to keeping users as safe from harm as possible, and TikTok, which doesn’t rely on personal connections in the same way as other social apps, has more capacity for such, which is a key element.

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Instagram Launches New ‘Close Friends Only’ Podcast to Showcase Celebrity Users

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Instagram Launches New ‘Close Friends Only’ Podcast to Showcase Celebrity Users

Not sure if this will be a valuable addition, or another stream that’ll fade out pretty quick, as Meta stops paying attention to it.

Today, Instagram has launched a new podcast called “Close Friends Only”, which it says will present “the latest on culture – from memes and icks, to fashion and friendship – all from your favorite celebrities.

And they’ve gone big out of the gate, with the first episode featuring Ice Spice in conversation with Doja Cat.

The conversation sees the two stars discuss their favorite memes, their favorite animals, celebrity crushes, experiences in flirting on IG, their juiciest DMs, and more.

Which will no doubt get a heap of attention, and will help make Instagram a bigger focus for youngsters seeking to replicate their idols. But in terms of practical advice or tips, yeah, there might not be a heap there.

But it could be worth tuning in anyway, in order to get the lowdown on the latest trends, from some of the people that are leading the way on cultural shifts.

But then again, as noted, it’ll be interesting to see how IG follows this first episode up, and whether they keep running regular episodes of the podcast with more celebrities.

Either way, it’s an interesting promotional vehicle for IG, especially given that it’s focusing on musicians, as TikTok becomes an even more critical platform for music promotion.

Maybe, then, this will be Instagram’s counter to that, but again, we’ll have to wait and see whether more episodes arrive.

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Who is HRH Collection founder and YouTuber, Alexandra Peirce?

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Who is HRH Collection founder and YouTuber, Alexandra Peirce?

ALEXANDRA Peirce proves there’s no such thing as bad publicity, garnering more fans and subscribers every time she posts one of her infamous video rants.

Peirce, known better by her social media pseudonym HRH Collection, has been an internet mainstay for years, and her fame only continues to grow after sharing more of her contentious takes online.

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HRH Collection founder and YouTuber, Alexandra Peirce, poses for a photo on her Instagram showcasing pieces from her jewelry lineCredit: Instagram/ therealhrhcollection

Who is Alexandra Peirce?

Alexandra Peirce is a social media personality, influencer, and jewelry designer.

Peirce was born on May 13, 1984, in the US.

She currently resides near Los Angeles, California.

Before launching her famous YouTube channel, Peirce graduated from college in 2007 with a degree in political science.

In 2009, she earned a master’s degree in international business.

While in graduate school, Peirce studied abroad in Shanghai, China, where she says she “fell in love with all things Asian.”

Peirce returned to the US during the peak of the 2008 economic recession, forcing her to move in with her parents.

Despite applying for countless jobs, she couldn’t land a position, leading her to create her YouTube channel.

Peirce post her first video, a “What’s in my bag” vlog where she walked viewers through everyday items she carried in her purse.

Peirce kept the channel going even after landing a job in accounting, posting videos and designing jewelry pieces during lunch breaks and after hours.

Fueled by her growing subscriber count, her design hobby would eventually turn into a full-fledged company, HRH Collection.

While Peirce now runs her jewelry line full-time, she is even better known on the internet for her viral videos, which typically show Peirce sitting in her car, ranting about anything from current events and pop culture trends to hairstyles and holidays.

Her videos are often cut up and reposted on TikTok, where select sound clips go viral.

Some of Peirce’s most well-known tirades include her take on beachy waves – “it’s not the vibe, stop!” – and her controversial views on Women’s Day – ““I think it’s stupid. I really do.”

Nevertheless, Peirce has amassed a legion of hardcore fans and haters who can’t help but watch her scream and shout her opinion on just about everything.

Peirce’s controversial videos (and views) have been compared to other un-cancellable influencers, like Trisha Paytas and Theo Von.

Who else could get away with yelling: “Shut up! Stop being fat! Stop being ugly!” at her viewers, who keep coming back for more?

It seems like no matter what she posts, or how many people disagree with her, viewers can’t help but leave her videos wanting more.

One TikTok user commented: “This woman is actually problematic but my brain is itched by the way she complains because it’s exactly how I think when I’m annoyed.”

Despite – or maybe because of – the controversies, Peirce has continued to grow her social media following.

Her Instagram account boasts 118,000 followers, despite several of her past accounts being banned or deleted.

Peirce’s X account is currently suspended, but that hasn’t stopped the internet icon from sharing her views online.

Her YouTube channel, which hosts over 600 videos, has 449,000 subscribers.

The hashtag #hrhcollection has also garnered nearly 1 billion views on TikTok, from reposted videos to sound bites.

Peirce has also garnered fame via interviews with BuzzFeed News and Interview Magazine, and appeared on podcasts like The Spillover With Alex Clark.

What is HRH Collection?

HRH Collection is a jewelry line created by Alexandra Peirce.

Besides rings, earrings, necklaces, and bracelets, the website also sells bag chains, keychains, ankle socks, t-shirts, and a windbreaker.

On the company’s about page, Peirce explains that the e-commerce site “started as a hobby and has now grown into a company that I’m so proud to call my own.”

Peirce first designed “a Japanese style frosting cupcake ring and key fob,” sharing the pieces on her YouTube channel.

Viewers were interested in purchasing the items, leading Peirce to create La Lumiere, mixing chain metals with assorted crystals to create bracelets and necklaces.

Peirce wore her jewelry to work and showcased her pieces on her social media, leading to steady stream of customers and orders.

From there, Peirce launched an Etsy shop, juggling her full time job alongside designing new pieces and fulfilling online orders.

Peirce states that she is “so thankful” for everyone who helped her along the way, but also offers some practical advice for anyone who hopes to turn their hobby into a viable career, saying she was “strategic” in developing HRH.

She writes: “Many of you guys ask me if you should quit your jobs to pursue YouTube or your other hobbies.”

“To be completely honest, I do not think you should quit your job for any hobby, until you have grown your company into one that can reasonably replace your job – this is very important.”

HRH collection features hundreds of items, with most priced between $50 and $150.

Shoppers can also select items from “Alex’s Musts,” which includes products like a $190 sterling silver tennis necklace, a trio of mixed metal rings for $87, and $59 diet soda hoops, resembling soda can tops.

Consumers looking for unique pieces are in luck, as there is a limited amount of inventory available per item, with many pieces already sold out.

Alexandra Peirce poses with her husband, Jason Locke, and her dog, Ming, for a photo on Instagram

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Alexandra Peirce poses with her husband, Jason Locke, and her dog, Ming, for a photo on InstagramCredit: Instagram/ therealhrhcollection

Is Alexandra Peirce married?

Peirce came under fire from both her fans and haters after getting married on June 16, 2023, to her second husband, Jason Locke.

The influencer was mocked for her dress, venue, food, and overall wedding aesthetic.

She was also trolled on social media for live-streaming the event, charging users $25 to watch the party.

Peirce chose to wear a short, white, recycled Zara dress for the reception, while the groom chose to don a camouflaged Trump/Pence hat.

After a small ceremony at Bethania Lutheran Church, a reception was held in the parking lot of the Hitching Post, a BBQ joint in Buellton, California.

The eatery’s website says it is known for its wines and West Coast barbecue, and guests dined on veggies, garlic bread, and quesadillas, among other items.

Decorations were minimal, with few flowers adorning the white tent erected in the parking lot.

Each table did come with a cherry-scented ashtray candle, personalized with ‘Mr. & Mrs. Locke’ in a gothic font.

Peirce then changed into yoga pants before heading off to a local casino with her new beau and a few close friends, keeping the party going well into the morning hours.

Many users took to X to share their thoughts.

Some users called the wedding trashy, while others lamented the party’s seemingly low budget.

One user tweeted: “You had a trailer park wedding” along with a crying and skull emojis.

Another wrote: “how can hrh collection talk about anyone when her dress looks like it came out of a Zara clearance section?”

One influencer even branded the event as “the tackiest wedding ever.”

Peirce fought back, going after her online haters and critics in another one of her infamous video rants.

In a video titled Addressing The Devils, Peirce asks her viewers: “Do you think I didn’t know what my wedding was gonna be like? Like, I didn’t plan my wedding?”

“I don’t like big to-dos. I’m the least to-do person ever.”

She added: “B***h, I could fly to the f**king Maldives with every damn f**king person in my damn family and pay for everyone and not have it impact me at all, you f**king idiots.”

Peirce then stressed that her and Locke wanted to keep the wedding “casual and mellow.”

She said: “I did exactly what I wanted to do for my wedding and I would do it all exactly over again.”

Peirce ended the video by saying: “I’m happy, I’m in a really loving relationship. I basically have everything I want.”

“I have my own business, a beautiful house, I have a husband. I’m really happy right now and you guys are so vicious and mean.”

Then, in her signature fashion, she addressed her haters head-on, explaining: “I get it, because you’re miserable and ugly.”

“And you’re a loser, I understand. Life isn’t fair.”



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New Guide Highlights Key Considerations for Effective TikTok Ads

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New Guide Highlights Key Considerations for Effective TikTok Ads

Looking to make TikTok a bigger focus of your marketing effort in 2024?

This will help. TikTok recently partnered with creator intelligence platform CreatorIQ to conduct an analysis of the key factors that make for a resonant TikTok promotion, culminating in a 26-page report which covers a range of key notes and tips for your planning.

You can download CreatorIQ’s full TikTok ads guide here, but in this post, we’ll look at some of the key notes.

The report is broken up into five key pillars of TikTok ads creation, which echo much of the best advice that’s been shared for the platform over time.

CreatorIQ’s five key TikTok marketing notes are:

  • Grab attention from the start
  • Foster a personal connection
  • Show your product in action
  • Use high-impact creative elements
  • Close with a clear call to action

For each of these elements, the guide digs deeper into how to enact them, and the critical considerations of each, including stats on effectiveness:

Tips on TikTok-specific trends and tools:

CreatorIQ TikTok Ads Report

As well as case study examples to underline each point:

CreatorIQ TikTok Ads Report

It’s a handy overview, with a range of valuable notes, though the main finding, above all of the creative pointers and advice, is that established creators perform better for TikTok promotions.

As per CreatorIQ:

The report found that creators overwhelmingly make the best-performing TikTok ads, with recommendations carrying more weight than traditional brand advertisements and celebrity spokespeople. In fact, after watching a creator-driven Spark Ad, 57% of TikTok community members say the creator is trustworthy, 56% say they can trust the brand because the creator shared it, and 71% say creator authenticity led them to buy a product.

So while there are a heap of practical notes and pointers for increasing the resonance of your in-app promotions – like this:

CreatorIQ TikTok Ads Report

The key point of emphasis is that creators make better TikToks, and thus, better ads, so partnering with relevant influencers in your niche is still likely a better way to go.

Some good considerations, and some valuable, data-backed tips, which could help to get your TikTok promotion plan on the right track in the new year.

You can download CreatorIQ’s full TikTok marketing report here.

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