Mexico ranks 45th in AI adoption: study

The resurgence of the tradwife debate

The tradwife concept became a trend again on social networks after a proposal presented at a conservative event in the United States fueled the debate about gender roles and the traditional family model. What started as a lifestyle trend is now intertwined with a political and ideological discussion.

The term, short for traditional wife, gained notoriety after Erika Kirk’s statements during the Women’s Leadership Summit, organized by Turning Point USA. At the meeting, Kirk presented the proposal called “vote per household”, which proposes that the vote be exercised by the family unit instead of each member individually.

The initiative provoked immediate reactions. Some participants supported the idea of ​​replacing individual voting with a system of family representation. Among those who expressed support is content creator Savanna Faith Stone, identified with the tradwife movement.

The rise of tradwife content on TikTok has led thousands of users to discover this lifestyle through cooking, cleaning, motherhood, and home organization videos. However, interest stopped focusing only on aesthetics when recent statements prompted a broader debate.

For some users, the conversation no longer revolves only around a way of living marriage, but rather the ideas that may accompany certain discourses about family, religion, and traditional roles. The controversy also relates to the economic consequences: depending exclusively on the couple’s income can increase financial vulnerability in cases of divorce, loss of the main breadwinner or family violence.

The case of the young KGM

YouTube joined Meta in appealing a court ruling that describes social networks as addictive and designed to hook minors without considering their well-being. Attorneys for the video platform filed their notice Monday in Los Angeles County Superior Court, days after Meta did the same.

The case revolves around a 20-year-old young woman, identified only by her initials KGM (Kaley), who claims that becoming addicted to social media since childhood aggravated her mental health problems. The jury found that both YouTube (owned by Google) and Meta acted negligently and that this was a substantial factor in the damage.

The compensation awarded was $3 million in compensatory damages and another $3 million in punitive damages. The plaintiff’s lead attorney, Mark Lanier, stated following Meta’s appeal that they hope the appeals court will “continue the careful application of the law in this case, upholding the trial court’s verdict.”

“These are standard motions for this case to move forward,” Google spokesman José Castañeda said in announcing YouTube’s appeal.

Legal arguments and platform design

During the five-week trial, YouTube maintained that it is not a social network, but rather a video-sharing and streaming platform. Both Google and Meta questioned whether the tests invaded the protections of Section 230 of the Communications Decency Act, which protects technology companies from content published by third parties.

In contrast, the young woman’s lawyers focused on design features such as autoplay, which they say encourage prolonged, less intentional use.

The KGM case is unprecedented and its outcome could influence thousands of similar lawsuits against technology companies. TikTok and Snapchat, originally sued, settled out of court before trial. Judge Carolyn B. Kuhl had already denied Google and Meta’s motions for a new trial.

Lawsuit against Meta for use of artificial intelligence in layoffs

A group of 26 Meta employees filed a lawsuit alleging that the company used artificial intelligence systems to select who to fire. According to the complaint, the AI ​​disproportionately targeted people who were on medical, parental or family leave.

The plaintiffs are part of the 8,000 employees — about 10% of the payroll — that Meta announced it would lay off in May. The lawsuit, filed in federal court in Oakland, California, claims the company used keystroke data, activity monitoring and performance algorithms to determine the layoffs.

“An employee who is on protected medical or family leave, or whose productivity is reduced by a disability,” cannot by design achieve those scores, the lawsuit contends.

Meta responded in a statement that the allegations “lack foundation” and that the decisions were made by people, not by an AI.

The role of protected licenses

Many of the plaintiffs took pregnancy or paternity leave, a period in which they did not work, which reduced their productivity measures. Others were on medical leave; one of them revealed a serious health condition approved by Meta’s medical provider, but a manager discouraged him from taking the leave, warning him that he would be selected for the cut.

The lawsuit alleges that Meta violated federal laws such as the Family and Medical Leave Act, the Americans with Disabilities Act, and the Pregnancy Discrimination Act. It also invokes the “disparate impact” doctrine, which notes that seemingly neutral policies can be discriminatory if they disproportionately affect a protected group.

Although the Trump administration has deprioritized enforcement of this doctrine, plaintiffs’ attorneys argue that companies remain vulnerable to disparate impact litigation. In this case, they maintain that Meta’s algorithmic process harms women more, who disproportionately take leave for pregnancy and third-party care.

The 26 employees continue to work at Meta while the arbitration is resolved. His discharge was scheduled for July 22. The lawyers ask to maintain the status quo, since “once these withdrawals are final, the damages are irreversible,” including the loss of health coverage and leave rights.