AppLovin & Its AI: A Lesson in Accuracy


Last week, we explored a recent data breach class action and the litigation risk of such lawsuits. Companies need to be aware of litigation risk not only arising from data breaches, but also from shareholder class actions related to privacy concerns.

On March 5, 2025, a class action securities lawsuit was filed against AppLovin Corporation and its Chief Executive Officer and Chief Financial Officer (collectively, the defendants). AppLovin is a mobile advertising technology business that operates a software-based platform connecting mobile game developers to new users. AppLovin offers a software platform and an app. In the lawsuit, the plaintiff alleges that the defendants misled investors regarding AppLovin’s artificial intelligence (AI)-powered digital ad platform, AXON.

According to the complaint, the defendants made material representations through press releases and statements on earnings calls about how an upgrade to AppLovin’s AXON AI platform would provide improvements over the platform’s earlier version. The complaint further alleged that the defendants made numerous statements indicating that AppLovin’s financial growth in 2023 and 2024 was driven by improvements to the AXON technology. The defendants reportedly stated that AppLovin’s increase in net revenue per installation of the mobile app and the volume of installations was a result of the improved AXON technology.

The complaint further states that on, February 25, 2025, two short seller reports were published that linked AppLovin’s digital ad platform growth not to AXON, but to exploitative app permissions that carried out “backdoor” installations without users noticing. According to the reports, AppLovin used a code that purportedly allowed it to bind to consumers’ permissions for AppHub, Android’s centralized Google repository where app developers can upload and distribute their apps. The complaint claims that by attaching to AppHub’s one-click direct installations as its own, AppLovin directly downloaded apps onto consumers’ phones without their knowledge.

The research reports also state that AppLovin was reverse-engineering advertising data from Meta platforms and using manipulative practices, such as having ads click on themselves and forcing shadow downloads, to inflate its installation and profit figures. One of the research reports states that AppLovin was “intentionally vague about how its AI technology actually works,” and that the company used its upgraded AXON technology as a “smokescreen to hide the true drivers of its mobile gaming and e-commerce initiatives, neither of which have much to do with AI.” The reports further assert that the company’s “recent success in mobile gaming stems from the systematic exploitation of app permissions that enable advertisements themselves to force-feed silent, backdoor app installations directly onto users’ phones.” The complaint details the findings from the reports and alleges that AppLovin’s misrepresentations led to artificially inflated stock prices, which materially declined because of the research report findings.

On a company blog post in response to the research reports, the CEO wrote that “every download [of AppLovin] results from an explicit user choice—whether via the App Store or our Direct Download experience.”

As organizations begin integrating AI into their operations, they should be cautious in making representations regarding AI as a profitability driver. Executive leaders responsible for issuing press releases and leading earnings calls relating to a company’s technology practices should also understand how these technologies function and ensure that any statements they make are accurate. Whether such allegations are true or not, litigation around materially false representations can prove costly to an organization, both from a financial and reputation perspective. 



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A Russian bride-to-be was found dead 5,500 miles from home. Investigators would soon learn Anna Repkina was unwittingly caught up in a love triangle and that her fiancé frantically researched time travel after her death, writing to strangers on WhatsApp: “… best friend made a mistake. I want to go back to keep from losing the woman that should be my wife.”

“48 Hours” correspondent Tracy Smith report on the case in “The Murder of Anna Repkina.”

Will Hargrove and Anna Repkina

Will Hargrove and Anna Repkina met online and after a whirlwind romance, the pair got engaged. What Repkina didn’t know when she relocated to the U.S. from Russia to marry Hargrove was that she was moving right into the middle of a love triangle.

Benton County Sheriff’s Office


In 2016, Repkina was a 26-year-old Moscow native who loved rock music and cats and had a fun sense of humor. She had recently gone through a breakup with her boyfriend of seven years. In search of love, she decided to join some online dating sites. She thought she’d found what she was looking for when she met William Hargrove, a 26-year-old Oregonian who happened to have an affinity for all things Russian.

Their online relationship quickly took off, and Repkina decided to fly to the United States to meet her new love interest in person and spend the Christmas holidays with him in Oregon. After a whirlwind 10-day trip, Repkina returned to Russia with a souvenir — an engagement ring from Hargrove. She made plans to pack up her life in Russia, move to Oregon, and plan a wedding.

What Repkina wasn’t planning on was meeting Hargrove’s secret girlfriend.

Michelle Chavez

Will Hargrove was dating Michelle Chavez the whole time he’d been romancing Anna Repkina.

Benton County Sheriff’s Office


When Repkina first met Hargrove, he was renting a room from a woman named Michelle Chavez, who was living with her husband in a loveless marriage. Unbeknownst to Repkina, Hargrove and Chavez were involved in a passionate affair even before she came to the states. Hargrove and Chavez continued their relationship after Hargrove’s proposal to Repkina, and when Repkina moved to Oregon to marry Hargrove, Chavez was shocked, and very angry.

Chavez wanted Hargrove to only be with her, and pressured him to end his relationship with Repkina. She issued an ultimatum — to choose between her and Repkina. Within days, Repkina was dead.

The day after Easter 2017, Repkina’s body was found on a remote logging road in Alsea, Oregon. She had been killed by a single shotgun blast to the back of the head. But who pulled the trigger?

That’s the question the lead detective, Lieutenant Chris Duffitt, was trying to answer when he first arrived on the scene. “We found several pieces of trash,” said Duffitt. “Fast food bags, cigarette cartons, candy wrappers that were here. And at that point, we don’t know what’s evidence and what’s not.”

hargrove-7.jpg

A  crucial clue: a KFC receipt found with other trash near Anna Repkina’s body led investigators to her fiancé, Will Hargrove.

Benton County Sheriff’s Office


One of the pieces of trash turned out to be a treasure. Investigators were able to trace the information found on a KFC receipt back to Will Hargrove. 

In the days after Repkina’s death, Hargrove exhibited some rather peculiar behavior.

Hargrove went on a bizarre internet deep dive. “He is researching time travel,” said Detective Chris Dale. “He’s saved screenshots of web pages that show you how to do a particular spell to travel back in time. And we also see communication through WhatsApp in which he is trying to ask for help in how to travel back in time.” Hargrove said he wanted to correct a horrible mistake that his “best friend” made. He was so desperate to get this information on time travel that he offered his soul as a reward to strangers on the internet who might be able to help him.

Will Hargrove ATM surveillance

Will Hargrove was caught on video surveillance at various ATM’s dispensing cash from Anna Repkina’s account

Benton County Sheriff’s Office


In addition to his strange internet encounters, Hargrove was caught on video surveillance at various ATM’s withdrawing cash from Repkina’s account. “He made a $200 withdrawal from this machine, and then engaged in some conversation with some employees at that gas station, where he actually ended up hugging one of them and crying about the fact that his girlfriend, Anna Repkina, had left him,” said Duffitt. 

Hargrove withdrew a total of $800 from Repkina’s account. With a sudden influx of cash, he made a car insurance payment, went shopping at Walmart for Star Wars themed LEGOs, and bought candy and cigars. 

After connecting Hargrove to the crime scene through the KFC receipt, investigators brought Hargrove in for questioning and ultimately charged him with Repkina’s murder. The trash left near Repkina’s body, Hargrove’s strange internet encounters, and theft caught on camera led Hargrove to be formally indicted for his fiancée’s murder in July 2018.

But when Hargrove’s trial began in October 2019, the defense would spin an entirely new theory as to what happened to Repkina. 

EDITOR’S NOTE: On October 2019, Hargrove was was found guilty and sentenced to life in prison with the possibility of parole in 25 years. His murder conviction was overturned on appeal in 2023. The reversal was based on a flawed search warrant and the improper collection of some evidence. A new trial is set to begin in April 2025.  



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