Following his involvement in the lawsuit that led to the bankruptcy of media company Gawker, Aron D’Souza observed a flaw in the American media landscape: individuals who felt wronged by news coverage had limited options for recourse. His proposed fix is a technological one. D’Souza states that his new venture, Objection, seeks to employ artificial intelligence to judge the factual accuracy of journalistic work. For a fee of $2,000, anyone can contest a published story, initiating a public inquiry into its assertions. (D’Souza is also the founder of the Enhanced Games, an Olympic-style event permitting performance-enhancing drugs, scheduled to launch in Las Vegas next month.)

Objection debuted on Wednesday with "multiple millions" in seed financing from investors Peter Thiel and Balaji Srinivasan, alongside venture capital firms Social Impact Capital and Off Piste Capital. Thiel, who financially supported the Gawker lawsuit in part to defend personal privacy rights, has been a longstanding critic of the press. D’Souza says his objective is to rebuild trust in the Fourth Estate, which he contends has been deteriorating for decades.

Media lawyers and other critics caution that Objection could impede the publication of accountability journalism, especially reporting that depends on confidential informants. Anonymous sources have been crucial in major, award-winning investigations into corruption and corporate misconduct. These sources are often individuals risking their careers or facing retaliation for divulging significant information. Journalists, in collaboration with their publication's editors, peers, and legal teams, are responsible for assessing source reliability and verifying provided information to ensure it is not driven by malice.

However, D’Souza finds this process insufficient, noting that "using a fully anonymized source who hasn’t been independently verified" would result in a lower evidence and trust rating on his platform. Under Objection's framework, primary documents such as regulatory filings and official emails are weighted most heavily, while claims from anonymous whistleblowers rank near the bottom. This data is gathered partly by a freelance team of former law enforcement agents and investigative journalists, and is ultimately processed into what the company terms an "Honor Index"—a numerical score purporting to reflect a reporter's integrity, accuracy, and historical record. "The subject gets reported upon, but then there’s no way to critique the source," D’Souza remarked.

This approach creates a dilemma for journalists: either reveal sensitive source details to Objection's "cryptographic hash" system, which assesses reporting quality, or incur penalties for protecting sources who take substantial personal risks. Experts warn that if technology like Objection gains traction, it could discourage whistleblowing. Jane Kirtley, a media law and ethics professor at the University of Minnesota, views Objection as part of a sustained pattern of attacks undermining public confidence in the press.

"If the underlying theme is, 'Here’s yet another example of how the news media are lying to you,' that’s one more chink in the armor to help destroy public confidence in independent journalism," she stated, adding that journalists must certainly strive for transparency. Kirtley referenced existing ethical standards, like the Society of Professional Journalists’ Code of Ethics, which advises using anonymous sources only as a last resort. She also noted longstanding industry practices such as peer review and internal editorial oversight as established accountability mechanisms. More broadly, she questioned whether Silicon Valley entrepreneurs without journalistic backgrounds are qualified to judge what serves the public interest.

D’Souza counters that Objection is not meant to silence whistleblowers: "It’s an attempt to fact-check; it’s the same as [X’s] Community Notes. The wisdom of the crowd plus the power of technology to create new methods of truth-telling." When asked if the platform might hinder the media's ability to publish vital accountability stories, he responded, "If it raises the standards of transparency and trust, that’s a good thing."

He describes Objection as a "trustless system" with a transparent methodology, utilizing a panel of large language models from OpenAI, Anthropic, xAI, Mistral, and Google. These AI models are prompted to act as average readers, evaluating evidence claim by claim. The company's chief technologist, former NASA and SpaceX engineer Kyle Grant-Talbot, leads the technical development. D’Souza says the platform is designed to bring scientific rigor to factual disputes. This proposal emerges as AI systems themselves face scrutiny over biases, inaccuracies, and opacity—issues that could complicate their role as arbiters of truth.

While Objection can be applied to any published content, including podcasts and social media posts, D’Souza's primary focus remains on traditional and written news outlets. "Each objection is limited to a single factual allegation," D’Souza clarified in a follow-up email. "This means that even where reporting is long and complex, an objection will be limited to a narrow factual issue within it. A user may choose to file multiple objections to different parts of the same article, but these will all proceed independently of each other."

The $2,000 fee for filing an objection is prohibitive for most Americans but relatively minor for wealthy individuals or corporations who might otherwise pursue legal action. D’Souza said he anticipates the platform will serve people who feel misrepresented by the media. Critics, however, point out that those most capable of using Objection are likely the same powerful entities who already have other means to challenge reporting.

"The fact that this is a pay-to-play kind of system… tells me that they are less concerned about providing helpful information for the general public and much more concerned with giving the already powerful a means to basically browbeat their journalistic opponents," said Kirtley. First Amendment and defamation lawyer Chris Mattei was more direct, calling the platform "a high-tech protection racket for the rich and powerful."

"At a time when so many try to obscure the truth, we should be encouraging whistleblowers with knowledge of wrongdoing," said Mattei, a prominent litigator. "The purpose of this company seems to be the opposite."

The system evaluates only evidence submitted to it, including party submissions and material collected by its investigators. This raises concerns about how it handles incomplete or undisclosed information, which is common in investigative journalism. When asked about preventing misuse—such as companies targeting unfavorable coverage or the system lacking sensitive evidence—D’Souza said journalists can submit their own evidence to defend their reputations. This effectively requires reporters to engage with a system they did not choose, potentially further jeopardizing their credibility. If they decline to participate, the system may return an "indeterminable" result, which could cast doubt on accurate reporting that is difficult to verify publicly.

Even when Objection finds no fault with a story, an accompanying feature called "Fire Blanket" can still sow doubt about its credibility. This tool, currently active on X via platform APIs, flags disputed claims in real time by posting warnings—inserting the company's own 'under investigation' labels into public discussions while a claim is under review. Eugene Volokh, a First Amendment scholar at UCLA, said the platform itself is unlikely to violate free speech protections, framing it instead as part of the broader ecosystem of journalistic criticism. He compared the concept to opposition research targeting reporters instead of politicians and dismissed concerns about a chilling effect on whistleblowers.

Whether the public adopts Objection or ignores it may determine if it reshapes journalism or fades into the growing array of tools with similar ambitions. As Kirtley put it: "Why would you believe that AI would necessarily give you more reliable information about the truth or falsity of fact than a journalist who had researched and written the story. I mean, why would you just assume that. I wouldn’t assume that at all."

Editor’s note: In keeping with the principles of transparency and accountability central to D’Souza’s proposal, we are publishing the link to the full transcript.