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Mexico is in 45th position in the world in preparation to adopt artificial intelligence (AI), according to a study by Accenture, Empresas Globales and IPADE Business School. The report points out lags in infrastructure, research, private ecosystem and regulatory frameworks.

Business adoption still incipient

Despite the growing interest in generative AI, most organizations in Mexico are in the early stages. Of the total number of companies consulted, 66% remain in isolated tests or structured pilots. Only 34.1% have integrated or scaled technology in their processes.

The study—titled Oh, oh, oh, AI!—included interviews with CEOs and a survey of executives from 44 organizations that represent 3.3% of the national Gross Domestic Product (GDP). The business discussion is no longer whether AI will be relevant, but how quickly it will be incorporated into operations and strategic decisions.

Potential impact and challenges

Accenture Research estimates that, with a people-centered strategy, generative AI could transform 42% of working hours in Mexico and contribute up to $305 billion to GDP by 2038.

However, obstacles remain. Rafael Ramírez de Alba, professor at IPADE, pointed out that the country is in a decisive phase, but development depends on strengthening organizational, technological, regulatory and talent capabilities. The analysis identifies weaknesses in research, digital infrastructure and public policies.

At the corporate level, 43.2% of companies are still designing or adjusting their AI strategy; Only 13.8% have integrated it into the core of the business. In corporate governance, only 36.4% have a fully applied formal governance framework, and 52.3% are developing it. As a result, 68.2% report low or medium levels of confidence in using AI in relevant decisions. Furthermore, only 18% of boards of directors sufficiently understand the associated risks.

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.