21-Year-Old Reveals Himself as Author of Widely Reported Fake Election Polls

A twenty-one-year-old recent college graduate has come forward as the sole architect behind Median Strategies, a sophisticated but entirely fraudulent polling operation that successfully injected fabricated data into the mainstream American political discourse. Rahil Prakash, speaking to reporters this week, admitted that he single-handedly managed the website, which produced imaginary survey results for high-stakes races in California, Wisconsin, and Nevada. The revelation has sent shockwaves through the political consultancy and journalism industries, highlighting a profound vulnerability in how the media consumes and validates data in the digital age.

Prakash, who characterized the project as a "social experiment," stated that his primary objective was to determine the ease with which unverified information could bypass traditional journalistic gatekeepers. By his own admission, the experiment was a resounding, if troubling, success. The fabricated numbers were not only cited by political news outlets but were also shared by prominent elected officials, demonstrating a systemic failure to distinguish between legitimate data science and AI-generated deception.

The Genesis of Median Strategies

The operation began under the guise of a professional data firm. According to Prakash, the website for Median Strategies was constructed using artificial intelligence tools, allowing him to create a professional-grade aesthetic that mimicked established polling firms like Gallup or Siena College. The site featured professional branding, authoritative-sounding methodology descriptions, and sleek data visualizations.

"I wanted to see if fake polls could really penetrate the ecosystem that easily," Prakash told The Guardian. "And as it turned out, it could. I think my overall takeaway was that if you just make it look a bit pretty, it’s rather easy for it to spread."

Despite the professional appearance, there was no actual infrastructure behind the data. No phone banks were employed, no text-to-web surveys were distributed, and no statistical weighting was applied. The numbers were entirely invented. Prakash operated the entity anonymously until investigative pressure from the Los Angeles Times and digital forensic analysis by The Guardian forced him to disclose his identity.

Targeted Races and the Impact of Fabricated Data

Median Strategies focused its efforts on three key battlegrounds: the Los Angeles mayoral landscape, the Wisconsin gubernatorial primary, and the Nevada gubernatorial general election. In each instance, the fake polls were designed to look plausible enough to be picked up by aggregators and campaigns, yet skewed enough to potentially influence public perception or donor behavior.

In Los Angeles, Median Strategies released a poll showing incumbent Mayor Karen Bass leading challenger Nithya Raman by more than 10 percentage points. The Bass campaign, apparently taking the numbers at face value, promoted the poll on social media to project a sense of momentum. The survey was also cited by the California Post, a regional news outlet, further legitimizing the data in the eyes of the public.

In Wisconsin, the deception was even more pronounced. Median Strategies published a survey suggesting that Francesca Hong held a commanding 23-point lead in the Democratic gubernatorial primary. This figure was wildly inconsistent with internal campaign data and other independent assessments, yet it circulated widely among political enthusiasts on social media. Hong ultimately lost the race, but the presence of the fake poll created a distorted narrative of her standing during the final weeks of the campaign.

The operation also reached into Nevada, where a fabricated poll placed Republican Governor Joe Lombardo five points ahead in his reelection bid. This particular data point was picked up by popular polling aggregators on X (formerly Twitter), which often serve as primary sources of information for political junkies and media pundits. Prakash admitted he was surprised by the speed of the dissemination, noting that he did not expect the California political press to adopt the numbers without independent verification.

The Exposure and Retraction

The house of cards began to collapse when a reporter from the Los Angeles Times started asking pointed questions about Median Strategies’ methodology and physical presence. When the firm could not produce evidence of its data collection methods or its corporate registration, the website was abruptly shut down.

Prior to Prakash revealing his identity, the website posted a brief retraction, framing the entire endeavor as a "short-term social experiment" aimed at testing whether "bogus polling could enter and spread through the political information ecosystem without independent verification."

21-Year-Old Reveals Himself as Author of Widely Reported Fake Election Polls

The Guardian was eventually able to link Prakash to the site through domain-registration records and a GitHub profile. Prakash has since apologized to the campaigns of Karen Bass, Nithya Raman, and Francesca Hong, while maintaining that he did not profit from the venture. He specifically denied using the fake polls to manipulate prediction markets, such as Polymarket or PredictIt, which have become increasingly popular venues for betting on political outcomes.

Chronology of a Digital Hoax

The timeline of Median Strategies reveals a rapid ascent from obscurity to mainstream citation:

Late 2024 – Early 2025: Prakash launches the Median Strategies website using AI-assisted design tools, establishing a professional digital footprint.
Spring 2025: The site begins releasing "polls" for municipal and state-level races.
June – July 2025: The fake Wisconsin primary poll is released, showing Francesca Hong with a massive lead. It gains traction on social media.
August 2025: The Los Angeles mayoral poll is released. Mayor Karen Bass’s team shares the results, and regional news outlets report on the "widening lead."
Mid-August 2025: A Nevada poll is released and picked up by national polling aggregators on social media platforms.
August 18, 2025: The Los Angeles Times initiates an inquiry into the firm’s credentials.
August 19, 2025: Median Strategies goes offline, leaving a message claiming the project was a social experiment.
August 20, 2025: Rahil Prakash is identified and confesses to the operation in an interview with The Guardian.

Broader Implications for Polling Integrity and Media Literacy

The Median Strategies incident occurs at a time when the polling industry is already facing a crisis of confidence. Traditional polling methods, such as live-caller telephone surveys, have seen response rates plummet to near-single digits, leading to an explosion of alternative—and often less transparent—online methodologies.

Data scientists warn that the "democratization" of polling tools, combined with the power of generative AI, makes it easier than ever for bad actors to flood the market with "junk polls." These polls are often used to create a false sense of inevitability for a candidate or to suppress voter turnout by making a race appear uncompetitive.

"The danger isn’t just one student in a dorm room," said one political analyst. "The danger is a foreign intelligence service or a well-funded dark-money group using these same tactics on a massive scale. If a 21-year-old can fool a mayor’s office and the regional press with a ‘pretty’ website, the barrier to entry for professional disinformation is dangerously low."

The incident also highlights the role of polling aggregators and "citizen journalists" on social media. Many of these accounts prioritize speed and engagement over accuracy, often reposting any new data point that emerges without checking the firm’s history, its transparency with the American Association for Public Opinion Research (AAPOR) standards, or its track record.

Technical Vulnerabilities and the Role of AI

Prakash’s use of AI is a particularly modern twist on a classic deception. Generative AI allows users to create not just a visual interface, but also "methodology statements" that use the correct jargon—referencing "stratified sampling," "margin of error," and "demographic weighting"—to sound scientifically rigorous. To a busy journalist or a campaign staffer, these buzzwords often serve as a proxy for actual legitimacy.

Furthermore, the "pretty" design Prakash referenced is a psychological trigger. In the digital economy, high-quality UI/UX (user interface and user experience) design is frequently equated with institutional credibility. The Median Strategies hoax proved that a polished aesthetic can effectively mask a total absence of substance.

Conclusion and Future Outlook

As the 2026 midterm elections and the 2028 presidential cycle approach, the Median Strategies case serves as a cautionary tale for the media and the public alike. Prakash himself noted that his project should be a "lesson going forward" regarding the need for skepticism.

"We need to be very serious about these things," Prakash said. "If one person can do this, what can a serious operation do in the future?"

The fallout from this incident is expected to lead to stricter standards for poll inclusion among major aggregators and a renewed emphasis on "verified" polling firms. However, as long as the political ecosystem remains hungry for new data and quick headlines, the vulnerability exploited by a 21-year-old with an AI-generated website will likely remain a significant threat to the integrity of democratic information. For now, the campaigns affected are left to survey the damage, and the media is left to reflect on how easily it was led astray by a mirage of data.