Elon Musk's Grok Chatbot Mistakes Podcast Hosts for Texas Lawmakers

The AI system wrongly identified the hosts of "Las Culturistas" as state Reps. James Talarico and Gene Wu.

Published on Mar. 5, 2026

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Elon Musk's AI chatbot Grok incorrectly identified the hosts of the "Las Culturistas" podcast, Bowen Yang and Matt Rogers, as Texas state lawmakers James Talarico and Gene Wu. The mistake occurred when a user asked Grok about a post referencing the podcast hosts, which the chatbot thought was about the growing momentum for progressive Texas Democrats.

Why it matters

This incident highlights the ongoing challenges and potential pitfalls of AI systems like Grok, which are still prone to making erroneous associations and inferences, especially when it comes to complex political and cultural topics. It also raises questions about the reliability and transparency of these AI assistants, particularly when they are used to comment on or analyze sensitive issues.

The details

The post in question referenced remarks made by Yang and Rogers on their podcast about the Texas U.S. Senate Democratic primary, in which they questioned the electability of U.S. Rep. Jasmine Crockett. This led to backlash from some fans, and the podcast hosts later posted apologies, with Rogers acknowledging his "phrasing was not right." Meanwhile, state Rep. James Talarico ended up securing the Democratic nomination for U.S. Senate, defeating Crockett.

  • On January 7, Yang and Rogers discussed the Texas U.S. Senate Democratic primary on their podcast.
  • In March 2026, Elon Musk's AI chatbot Grok mistakenly identified Yang and Rogers as Texas state lawmakers.

The players

Bowen Yang

Co-host of the "Las Culturistas" podcast.

Matt Rogers

Co-host of the "Las Culturistas" podcast.

James Talarico

Texas state representative who won the Democratic nomination for U.S. Senate.

Jasmine Crockett

U.S. Representative who ran against Talarico in the Texas U.S. Senate Democratic primary.

Elon Musk

Founder and CEO of Tesla, who developed the Grok AI chatbot.

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What they’re saying

“Transparency and candor matter to me, especially on the podcast. I'm a very progressive person who cares deeply about winning these elections. I just want us to win, and I will be better at finding ways to help.”

— Matt Rogers, Co-host, "Las Culturistas" podcast (Instagram)

“I regret cursorily commenting and will use my platform more responsibly.”

— Bowen Yang, Co-host, "Las Culturistas" podcast (Instagram)

What’s next

The Texas U.S. Senate race is expected to be a closely watched and highly competitive contest, with both parties vying to gain an advantage. Elon Musk and his team will likely need to address the issues with Grok's performance in this incident to improve the chatbot's accuracy and reliability when discussing political topics.

The takeaway

This case highlights the ongoing challenges of developing AI systems that can accurately interpret and comment on complex political and cultural issues. It underscores the need for greater transparency, accountability, and oversight when it comes to the deployment of these technologies, especially in sensitive domains where the potential for harm is high.