After helping lead the lawsuit that bankrupted media firm Gawker, Aron D’Souza says he saw something broken in the American media system: people who felt harmed by coverage had little recourse to fight back.
His solution is software. D’Souza says his latest startup, Objection, aims to use AI to adjudicate the truth of journalism. And for the price of $2,000, anyone can pay to challenge a story, triggering a public investigation into its claims. (D’Souza is also the founder of the Enhanced Games, an Olympics-style competition that allows performance-enhancing drugs and is set to debut in Las Vegas next month.)
Objection launched on Wednesday with “multiple millions” in seed funding from Peter Thiel and Balaji Srinivasan, as well as VC firms Social Impact Capital and Off Piste Capital.
Thiel, who funded the Gawker lawsuit partly in defense of the individual right to privacy, has long been critical of the media. D’Souza says his goal is to restore trust in the Fourth Estate, which he argues has collapsed over decades. Critics, including media lawyers, warn Objection could make it harder to publish the kind of reporting that holds powerful institutions to account, particularly if that reporting relies on confidential sources.
Anonymous sources have played a key role in major award-winning investigations into corruption and corporate wrongdoing. These are often people who are at risk of losing their jobs or facing other retaliation for sharing important information. It’s the journalist’s job — alongside their publication’s editors, peers, and lawyers — to ensure that those sources are reliable and not acting out of pure malice, and to verify the information they provide.
Image Credits:Objection AI
But that’s not enough for D’Souza, who said “using a fully anonymized source who hasn’t been independently verified” would lead to a lower evidence and trust score on Objection. Under the platform’s rubric, primary records like regulatory filings and official emails carry the most weight, while anonymous whistleblower claims are ranked near the bottom. Those inputs are collected in part by a team of freelancers — former law enforcement agents and investigative journalists — and are ultimately fed into what Objection calls an “Honor Index,” a numerical score the company says reflects a reporter’s integrity, accuracy, and track record.
“Protecting a source’s information is a vital way of telling an important story, but there’s an important power asymmetry there,” D’Souza told TechCrunch in an exclusive interview. “The subject gets reported upon, but then there’s no way to critique the source.”
Techcrunch event Meet your next investor or portfolio startup at Disrupt
Your next round. Your next hire. Your next breakout opportunity. Find it at TechCrunch Disrupt 2026, where 10,000+ founders, investors, and tech leaders gather for three days of 250+ tactical sessions, powerful introductions, and market-defining innovation. Register now to save up to $410. Meet your next investor or portfolio startup at Disrupt
... continue reading