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Kristin Snyder is dot.LA's 2022/23 Editorial Fellow. She previously interned with Tiger Oak Media and led the arts section for UCLA's Daily Bruin.
For years, people have questioned why some content is pushed on their TikTok For You Page (FYP). Some have credited the app’s mysterious algorithm for predicting their sexuality. Others have gone so far as to suggest that TikTok knew they had IBS before they were even diagnosed by way of finding themselves entrenched in IBS TikTok.
The app’s oft-prescient algorithm explains why there was so much fuss at the tail end of 2022, when TikTok announced that it would explain how certain videos populate a user’s feed. In other words, everyone, myself included, was eager to get a look inside the proverbial black box that is TikTok’s algorithm.
The timing of the announcement was also interesting. By offering users a look behind the curtain, it was clear TikTok was attempting to quell some of the chatter around its current legal predicament that’s focused on how the company collects user data.
The feature itself, which is meant to provide an explanation for a user’s FYP, is found in the“why this video” icon. To access the feature, users click the “share button” on the right side of a video. Once there, curious users can see a bullet point list of reasons why a video showed up in their personalized feed.
Knowing I would be wasting many hours between Christmas and New Years on TikTok, I wanted to find out just how effective TikTok’s new feature would be. So I spent the past week and a half trying to make sense of the content that TikTok thinks I’m interested in based on its own reasoning.
One of the first videos I saw that offered the “why this video” prompt (not all videos do despite the announcement giving the impression that it would include every video) was a recipe for Christmas sangria—fitting for the time period and a video made within the last two weeks. But the reasoning TikTok provided was limited to “you shared similar videos” and “this video is popular in your country.”
I DM my friends recipes I come across on my FYP, so that could be the primary similarity that the algorithm is noting. But maybe the similarity is videos using the song “It’s Begining to Look A Lot Like Christmas,” since the festive song was trending on the app. Or maybe the similarity is that the video has over 12,000 likes, and I’ve shared comparably popular videos.
Other videos, such as a creator predicting what popular influencers will name their babies, prompted similar speculation. Some videos offered the full extent of what TikTok is willing to explain, which is based on interactions, following and physical location. This video of someone visiting a historic cemetery was included because I had shared similar videos, I follow the creator and I typically opt to watch more long videos. Why the algorithm chose that video from that creator instead of another he posted around the same time with roughly the same number of views, however, is unclear.
Reviews of popular movies and books I had watched and read recently also popped up. Any additional reasoning beyond TikTok’s lackluster answers, which are mostly limited to having shared related content and enjoying long videos, is up to my own theorizing: I shared a review of “Babylon” with the person I saw the movie with, so it makes sense for the algorithm to push another review of that movie. But this level of analysis comes from my own understanding of the platform, not from TikTok itself.
TikTok seems to limit the reasons to short, repetitive phrases as a way to try and make the technology that drives its algorithm “more easily understandable.” But these bare-bones explanations leave me with more questions than answers.
When a truly baffling video entered my FYP, that was when I was most interested in TikTok’s reasoning. Take this video about a tubesnout flounder shared by the Washington State Department of Natural Resources. I was curious as to why the algorithm thought I would care about this random fish, but the video didn’t have the “why this video” prompt.
Looking at the tags doesn’t tell me anything. I don’t live in Washington and I don’t recall interacting with any fish-related hashtags in recent weeks. I had similar questions about Minecraft videos, dirt bike content and “Dungeons & Dragons” explainers that infiltrated my FYP.
To that end, I even continue to be served plenty of content that contradicts what the FYP is telling me that I enjoy. For example, if the algorithm suspects I like longer videos, then one would assume I would see hardly any short videos on my FYP. But there are plenty of videos that are under one minute long—even that is an assumption on my part of what TikTok considers a “short” video—that don’t offer the option to read the explanation. The same could be said about the videos in languages I don’t speak or from other countries that still find themselves in my feed.
As part of the “why this video” prompt, there is an additional option to “learn more” following the app’s paltry reasoning. The link always goes to this article written in June of 2020, which expands on what the initial explainer already told me: TikTok claims to push videos related to those you have liked or shared, feature similar captions or tags, and match a user’s language preference.
That is to say, this is interesting information. But it’s not anything new, and it hardly qualifies as the “meaningful transparency” that TikTok is promising. Referring back to information that is two years old doesn’t feel like a step toward a new, more forthright TikTok.
In fact, the ostensible transparency feature left me with more questions than answers. My once mindless scrolling is now causing me to stop and think about why, exactly, each video is on my screen. For example, now I’m always wondering what level of interaction—likes, comments or sharing—matters the most for new recommendations. Does liking one video with a trending song doom me to watch unrelated content that also features that song? How does the FYP balance videos from people I follow versus creators I’ve never seen?
Maybe expecting TikTok to provide that level of information is an exercise in futility. After all, the platform hosts over one billion users, and providing specific details on every single video on every single person’s FYP would be an enormous feat. Still, it feels like an empty gesture toward the idea of transparency instead of the candid information TikTok promised to provide.
Kristin Snyder is dot.LA's 2022/23 Editorial Fellow. She previously interned with Tiger Oak Media and led the arts section for UCLA's Daily Bruin.
Samson Amore is a reporter for dot.LA. He holds a degree in journalism from Emerson College. Send tips or pitches to samsonamore@dot.la and find him on Twitter @Samsonamore.
According to a Forbes report last April, both the viewership and dollars behind women’s sports at a collegiate and professional level are growing.
In 2022, the first 32 games of the NCAA tournament had record attendance levels, breaking records set back in 2004, and largely driven by the new and rapidly growing women’s NCAA tournament. WNBA openers this year saw a 21% spike in attendance, with some teams including the LA Sparks reporting triple-digit ticket sales growth, about 121% over 2022’s total. In 2023, the average size of an LA Sparks crowd swelled to 10,396 people, up from 4,701 people.
Women make up half the population, but “also 50% of the folks that are walking into the stadium at Dodger Stadium, or your NFL fans are just about 50% women,” noted Erin Storck, a panelist and senior analyst at Los Angeles-based Elysian Park Ventures.
Storck added that in heterosexual households, women generally manage most of the family’s money, giving them huge purchasing power, a potential advantage for female-run leagues. “There's an untapped revenue opportunity,” she noted.
In the soccer world, Los Angeles-based women’s soccer team Angel City FC has put in the work to become a household name, not just in LA County but across the nation. At an LA Tech Week panel hosted by Athlete Strategies about investing in sports, Angel City head of strategy and chief of staff Kari Fleischauer said that years before launching the women’s National Women’s Soccer League team, Angel City FC was pounding the pavement letting people know about the excitement ladies soccer can bring. She noted community is key, and that fostering a sense of engagement and safety at the team’s home venue, BMO stadium (formerly Banc of California Stadium), is one reason fans keep coming back.
Adding free metro rides to BMO stadium and private rooms for nursing fans to breastfeed or fans on the spectrum to avoid sensory overload, were just some of the ways ACFC tried to include its community in the concept of its stadium, Fleischauer said. She noted, though, that roughly 46% of Angel City fans are “straight white dudes hanging out with their bros.”
“Particularly [on] the woman's side, I'd like to think we do a better job of making sure that there's spaces for everyone,” Fleischauer told the audience. “One thing we realize is accessibility is a huge thing.”
Samson Amore is a reporter for dot.LA. He holds a degree in journalism from Emerson College. Send tips or pitches to samsonamore@dot.la and find him on Twitter @Samsonamore.
L.A. Tech Week has brought venture capitalists, founders and entrepreneurs from around the world to the California coast. With so many tech nerds in one place, it's easy to laugh, joke and reminisce about the future of tech in SoCal.
Here's what people are saying about the fifth day of L.A. Tech Week on social:
#LATechWeek has been on 🔥🔥🔥. Yes the events are super cool at amazing venues. But, I’m blown away by the people. I’ve met so many founders building generative AI companies from the ground up. I’m so bullish on LA right now🥳. LA is for builders #longLA
Thanks @rpnickson 📸 pic.twitter.com/B6rT2jJYIs
— Dr. Kelly O'Brien (@Kvo2013) June 8, 2023
Successful LatinxVC Avanza Summit 2023 in LA! It’s been an amazing few days near the beach w great company. Thank you to our panelists & participants.
Huge thanks to our incredible sponsors SVB, Chavez Family Foundation, Annenberg Foundation, PledgeLA, Fenwick & West, Countsy! pic.twitter.com/oVuGIgFurk
— LatinxVC (@LatinxVCs) June 9, 2023
30+ gaming startups presented at the A16z Speedrun Demo Day in LA yesterday. Great thanks to the @a16zGames team for an awesome day of events! #LATechWeek pic.twitter.com/DKq8IFo5QZ
— Grace Zhou (@graceminzhou) June 9, 2023
📣🤩 What’s the buzz? It’s #LATechWeek from @TechstarsLA & @TechstarsHealth joint demo day with the #Techstar HC team where our @fyelabs founder/CEO Suvojit Ghosh mentored both cohorts! #TechStars demo day highlighted 12 amazing emerging #startups in #healthtech #innovation. 🩺 pic.twitter.com/0RXClCtfDQ
— FYELABS (@fyelabs) June 9, 2023
Another successful Coffee On Slauson in the books for #LATechWeek.
Special thanks to the good people at Pledge LA, SVB and @GundersonLaw for the ongoing support and the @findyourhilltop staff for providing the space, eats & vibes. ♻️ pic.twitter.com/51cMDoEn30
— Slauson & Co. (@SlausonAndCo) June 9, 2023
The perfect combo to start #LATechWeek Day 5: pastries, coffee, and great convos with industry founders ✨
Fireside chats with @enriquealle, @wp, and @robynpark pic.twitter.com/booYPdekVV
— Tech Week (@Techweek_) June 9, 2023
Of course @designerfund has the most amazing pastries at their event. #LATechWeek pic.twitter.com/PjyWlGTQI4
— Jesse Pickard (@jessepickard) June 9, 2023
My favorite event from @Techweek_ has to be "Modern Storytelling & Business Building." Hosted by @STHoward #LATechWeek pic.twitter.com/SV1eexMJ4k
— JonnyZeller (@JonnyZeller) June 9, 2023
And the finale of the night was courtesy of the one and only @zedd for an unforgettable end to the "City of Games" party! Hosted by @a16zGames and @100Thieves #LATechWeek pic.twitter.com/hliI9yLKse
— Tech Week (@Techweek_) June 9, 2023
Excited to be at the @a16zGames Speedrun Demo Day! Loved the energy and excitement from the companies that pitched there. It was also great to see @Tocelot and @ndrewlee at this amazing #LATechWeek event pic.twitter.com/NfLQO5lR27
— Andy Lee | andypwlee.bit (@andypwlee) June 9, 2023
Thank you to everyone who joined the Sony Venture Fund US team at #LATechWeek for our screening of Spider-Man: Across the Spider-Verse. Last summer, we started building a presence in LA. Today, it's exciting to host such an event with the @Sony family and the LA VC community. pic.twitter.com/wdDm6qtHdL
— Sony Innovation Fund (@Sony_Innov_Fund) June 9, 2023
Time to eat, connect and build while @remi_rodney provided the vibes. 🙏🏽#LATechWeek @BuildOnBase @developer_dao @WeAreRazorfish pic.twitter.com/QIPh1gjvoA
— Hola Metaverso-Blockchain & New Web Tech Events 🎪 (@holametaverso) June 9, 2023
@Lux_Capital at #LATechWeek advancing the impossible to inevitable, from..
..defense primes partnering with cutting edge defense tech startups, to..
..hardware x LLMs improving mental health.
From the rich and diverse LA ecosystem stems generational companies: pic.twitter.com/v5S5r8JtbU
— Shahin Farshchi (@Farshchi) June 9, 2023
LA Tech Week has been a blast! Met some amazing creators, founders and investors from all over the world! #LATechWeek pic.twitter.com/AAh9JFELhe
— Chris Germano (@netslayer) June 9, 2023
Had such a blast at LA Tech Week and hosting events for @brexHQ
Top highlights were collabing with @pulley on an Emerging Managers / Founder mixer at the @poplco House, rooftop event in Venice, creator panel with @thechangj & proper Korean food with in KTown.
Exhausted is an… pic.twitter.com/mGQnSYGPdg
— Τyler Robinson (@TyyRob3) June 9, 2023
Did you have fun at @sophiaamoruso’s launch party for @trustfundvc? #LATechWeek pic.twitter.com/gbrbXRQ9Xx
— Kay (@KaySnels) June 9, 2023
y00tilty in every city with @KaylaLor3n & @cryptochrisg813.
Welcome to the LA @y00tsNFT fam! #LATechWeek #3XP week. pic.twitter.com/6wWKlsTacx
— VanG0xH (@CryptoVanGoghs) June 9, 2023
Really enjoyed #LATechWeek. Here are some observations I made 👇
— s.personal.ai (Suman Kanuganti) (@SumanPersonalAI) June 9, 2023
Thank you @TheKofiAmpadu for including me in #demoday with the latest @a16ztxo cohort! It was a real full circle moment to witness the brilliance of both @ChrisLyons & @ZMuse_ & #PledgeLA very own. She’s why we’re #LongLA 🚀💕 #LAtechweek pic.twitter.com/itkKXMxQRb
— Qiana Qiana! (@Q_i_a_n_a) June 9, 2023
@upfrontvc Gaming Founders Podcast #iLOVELA #LATechWeek @Techweek_ @KatiaAmeri @mucker @fikavc @bonfire_vc @TenOne10 @WatertowerGroup @ganasvc @IAmRobRyan @john_at_stonks @eva_ho @dereknorton pic.twitter.com/LCbaGXCoW7
— Sean Goldfaden (@seangoldfaden) June 9, 2023
Hosts Kevin Zhang, Partner at @upfrontvc, and Eden Chen, CEO of @pragmaplatform, interviewed two special guests from @raidbaseinc Stephen Lim, Co-Founder & Product Director, and Trevor Romleski, Co-Founder & Game Director. 🎙 #LATechWeek pic.twitter.com/hxHEAoELZ6
— Tech Week (@Techweek_) June 9, 2023
Kicking off @a16zGames @100Thieves City of Games party at #LATechWeek 🔥🔥🔥 pic.twitter.com/zQcZedG15f
— Jon Lai (@Tocelot) June 9, 2023
Yesterday at @socinnovation I got to have this AWESOME conversation with @iamwill — musician, producer, technology entrepreneur, and Founder & CEO of https://t.co/D60y1e2JOu #LATechWeek pic.twitter.com/KBxK6rXyTG
— Anna Barber (@annawbarber) June 9, 2023
I absolutely love this game. Proud moment for the team @investwithatlas. #LATechWeek pic.twitter.com/fPZvKXU7TC
— Tobias Francis (@TobiasFrancis) June 9, 2023
Had a blast at LA Tech Week this year with @brexHQ
From hosting & moderating my first creator panel featuring @BlakeMichael14, to a fun rooftop night in Venice, and to attending some amazing events such as Watertower’s emerging manager panel and a VC/founder tennis tournament pic.twitter.com/udjfmLHE0L
— Jonathan Chang (@thechangj) June 8, 2023
Samson Amore is a reporter for dot.LA. He holds a degree in journalism from Emerson College. Send tips or pitches to samsonamore@dot.la and find him on Twitter @Samsonamore.
At Lowercarbon Capital’s LA Tech Week event Thursday, the synergy between the region’s aerospace industry and greentech startups was clear.
The event sponsored by Lowercarbon, Climate Draft (and the defunct Silicon Valley Bank’s Climate Technology & Sustainability team) brought together a handful of local startups in Hawthorne not far from LAX, and many of the companies shared DNA with arguably the region’s most famous tech resident: SpaceX.
Here’s a look at the greentech startups that pitched during the Tech Week event, and how they think what they’re building could help solve the climate crisis.
Arbor: Based in El Segundo, this year-old startup is working to convert organic waste into energy and fresh water. At the same time, it also uses biomass carbon removal and storage to remove carbon from the atmosphere and sequester it in an attempt to avoid further damaging the earth’s ozone layer. At the Tech Week event Thursday, Arbor CEO Brad Hartwig told a stunned crowd that Arbor aims to remove about five billion tons of organic waste from landfills and turn that into about 6 PWh, or a quarter of the global electricity need, each year. Hartwig is an alumni of SpaceX; he was a manufacturing engineer on the Crew Dragon engines from 2016-2018 and later a flight test engineer at Kitty Hawk.
Antora: Sunnyvale-based Antora Energy was founded in 2017, making it one of the oldest companies on the pitching block during the event. Backed by investors including the National Science Foundation and Los Angeles-based Overture VC, Antora has raised roughly $57 million to date, most recently a $50 million round last February. Chief operating officer Justin Briggs said Antora’s goal is to modernize and popularize thermal energy storage using ultra-hot carbon. Massive heated carbon blocks can give off thermal energy, which Antora’s proprietary batteries then absorb and store as energy. It’s an ambitious goal, but one the world needs at scale to green its energy footprint. According to Briggs, “the biggest challenge is how can we turn back variable intermittent renewable electricity into something that's reliable and on demand, so we can use it to provide energy to everything we need.”
Arc: Hosting the panel was Arc, an electric boating company that’s gained surprising momentum, moving from design to delivering its first e-boats in just two years of existence. Founded in 2021, the company’s already 70 employees strong and has already sold some of its first e-boats to customers willing to pay the luxury price tag, CTO Ryan Cook said Thursday. Cook said that to meet the power needs of a battery-powered speedboat, the Arc team designed the vehicle around the battery pack with the goal of it being competitive with gas boats when compared to range and cost of gas. But on the pricing side, it’s not cheap. Arc’s flagship vessel, the Arc One is expected to cost roughly $300,000. During the panel, Cook compared the boat to being “like an early Tesla Roadster.” To date Arc Boats has raised just over $35 million, according to PitchBook, from investors including Kevin Durant, Will Smith and Sean “Diddy” Combs.
Clarity Technology: Carbon removal startup Clarity is based in LA and was founded by Yale graduate and CEO Glen Meyerowitz last year. Clarity is working to make “gigaton solutions for gigaton problems.” Their aim? To remove up to 2,000 billion pounds of carbon from the atmosphere through direct air capture, a process which uses massive fans to move chemicals that capture CO2. But the challenge, Meyerowitz noted in his speech, is doing this at scale in a way that makes an actual dent in the planet’s emissions while also efficiently using the electricity needed to do so. Meyerowitz spent nearly five years working as an engineer for SpaceX in Texas, and added he’s looking to transfer those learnings into Clarity.
Parallel Systems: Based in Downtown LA’s Arts District, this startup is building zero-emission rail vehicles that are capable of long-haul journeys otherwise done by a trucking company. The estimated $700 billion trucking industry, Parallel Systems CEO Matt Soule said, is ripe for an overhaul and could benefit from moving some of its goods off-road to electric railcars. According to Soule, Parallel’s electric battery-powered rail vehicles use 25% of the energy a semi truck uses, and at a competitive cost. Funded in part by a February 2022 grant from the U.S. Department of Energy, Parallel Systems has raised about $57 million to date. Its most recent venture funding round was a $49 million Series A led by Santa Monica-based VC Anthos Capital. Local VCs including Riot Ventures and Santa Monica-based Embark Ventures are also backers of Parallel.
Terra Talent: Unlike the rest of the startups pitching at the Tech Week event, Terra Talent was focused on building teams rather than technology. Founder Dolly Singh worked at SpaceX, Oculus and Citadel as a headhunter, and now runs Terra, a talent and advisory firm that helps companies recruit top talent in the greentech space. But, she said, she’s concerned that all the work these startups are doing won’t matter unless we very quickly turn around the current trendlines. “Earth will shake us off like and she will do just fine in 10,000 years,” she said. “It’s our way of living, everything we love is actually here on earth… there’s nothing I love on Mars,” adding that she’s hopeful the startups that pitched during the event will be instrumental in making sure the planet stays habitable for a little while longer.
Samson Amore is a reporter for dot.LA. He holds a degree in journalism from Emerson College. Send tips or pitches to samsonamore@dot.la and find him on Twitter @Samsonamore.