{"id":42405,"date":"2026-05-08T07:15:00","date_gmt":"2026-05-08T14:15:00","guid":{"rendered":"https:\/\/www.lifeandnews.com\/articles\/?p=42405"},"modified":"2026-05-08T08:17:04","modified_gmt":"2026-05-08T15:17:04","slug":"conspiracy-theorists-are-building-ai-interfaces-to-the-epstein-files-and-presenting-their-views-as-data-analysis","status":"publish","type":"post","link":"https:\/\/www.lifeandnews.com\/articles\/conspiracy-theorists-are-building-ai-interfaces-to-the-epstein-files-and-presenting-their-views-as-data-analysis\/","title":{"rendered":"Conspiracy theorists are building AI interfaces to the Epstein files \u2013 and presenting their views as data analysis"},"content":{"rendered":"\n

Matthew N. Hannah<\/a>, University of Wisconsin-Madison<\/a><\/em><\/p>\n\n\n\n

Jeffrey Epstein\u2019s death on Aug. 10, 2019, sparked a flurry of conspiracy theories<\/a>, and the release of Epstein\u2019s purported suicide note<\/a> on May 6, 2026, is a good bet to be fodder for more.<\/p>\n\n\n\n

But Epstein\u2019s death is only one facet of the convicted sex offender\u2019s story to spawn and sustain conspiracy theories.<\/p>\n\n\n\n

The Department of Justice has released more than 3 million<\/a> publicly available documents related to the shadowy sex-trafficking networks surrounding Epstein. Journalists and researchers are working to make sense<\/a> of the massive trove of data, but it is going slowly, and the interface built by the Department of Justice to the documents is unwieldy.<\/p>\n\n\n\n

In response, some Americans have taken it upon themselves to dive into the archive<\/a>. They are using artificial intelligence to develop platforms to make navigating the Epstein files easier and to conjure up new assessments of all the information.<\/p>\n\n\n\n

As a scholar of online conspiratorial activity<\/a>, I\u2019m seeing that these tools are also helping conspiracy theorists craft their narratives.<\/p>\n\n\n\n

Do-it-yourself conspiracy platforms<\/h2>\n\n\n\n

Because the Epstein files are a massive, unstructured dataset made up of PDF files, videos, photographs and other materials, these platforms make it easier for people to see connections where none exist.<\/p>\n\n\n\n

Some of the platforms are intentionally masquerading as neutral, data-driven AI research tools but are actually designed by conspiracy theorists<\/a> to encourage and amplify<\/a> conspiracy thinking, leading to what I call \u201cplatform conspiracism.\u201d<\/p>\n\n\n\n

Epstein conspiracy theories often follow a classic logical fallacy known as \u201cpost hoc ergo propter hoc<\/a>\u201d \u2014 assuming that because event A happened before event B, event A must have caused event B. For example, in 2017, QAnon participants claimed that there was a secret cabal<\/a> of satanic pedophiles trafficking children, so by this faulty logic, the subsequent Epstein revelations must be evidence that QAnon was right.<\/p>\n\n\n\n

Some Epstein platform operators are supplementing their thinking with ideas from QAnon and other online conspiracy movements<\/a> about cannibalism<\/a>, satanism<\/a> or the CIA\u2019s experiments with mind control in the 1950s known as MK Ultra.<\/p>\n\n\n\n

The platform conspiracists have a ready audience because many Americans are concerned<\/a> about the vast tentacles of Epstein affiliates reaching into government, entertainment, academia and the tech industry. And of course many people simply want to know who is in the files and why. The unintended, or in some cases intended, consequences are that the do-it-yourself conspiracy platforms encourage paranoia and conspiracism<\/a>.<\/p>\n\n\n\n

Each time the Department of Justice releases<\/a> or tries to not release<\/a> a new crop of documents, it sparks widespread interest. Social media influencers, for example, immediately share videos<\/a> of their own interpretations of the files.<\/p>\n\n\n\n

Conspiracy masquerading as data analysis<\/h2>\n\n\n\n

One platform, called the WEBB<\/a>, promises to use AI for \u201cdocument intelligence\u201d that can purportedly help researchers explore the Epstein files, flight logs, court documents and depositions.<\/p>\n\n\n\n

Using a slick interface with literal red threads animating the screen as a reader moves their mouse, WEBB automates the messy data cleaning tasks that are required when working with unstructured data. The site says WEBB converts, optically records and indexes the files\u2019 contents automatically, making the documents \u201cstructured, searchable intelligence<\/a>.\u201d<\/p>\n\n\n\n

\"Protesters
Some AI research tools designed by conspiracy theorists may widen conspiracist thinking. Bryan Dozier\/Middle East Images\/AFP via Getty Images<\/a><\/figcaption><\/figure>\n\n\n\n

Named for Gary Webb<\/a>, an investigative journalist who reported on an alleged CIA drug trafficking operation<\/a>, WEBB invites users to imagine themselves as scrappy open-source intelligence researchers. It presents the platform as an objective resource that will be transparent about its functions. But even in the necessary first step of cleaning data<\/a>, researchers make decisions that can steer the results.<\/p>\n\n\n\n

One of the creators of WEBB is purported antisemitic conspiracy influencer Ian Carroll<\/a>, who has appeared on Alex Jones\u2019 Infowars and other far-right shows espousing conspiracy theories about Jewish cabals, 9\/11 Trutherism<\/a>, Epstein and Pizzagate<\/a>, the discredited conspiracy theory in which child sex trafficking was allegedly happening at the Comet Ping Pong Pizzeria in Washington.<\/p>\n\n\n\n

Carroll, or someone on his team, engages with people who mine the Epstein files<\/a> through the WEBB interface, sharing their interpretations with his 1.4 million followers. Carroll also posts explainer videos<\/a> showcasing his own conspiracy theory research with WEBB.<\/p>\n\n\n\n

Other platforms such as Epstein Exposed<\/a> and Epstein File Search<\/a> offer similar platforms for \u201cdoing your own research\u201d in the Epstein files. While they are less overtly conspiratorial, lacking endorsements from conspiracy theorists such as Candace Owens<\/a>, such platforms use social media posts to encourage conspiracy research<\/a> on their platforms.<\/p>\n\n\n\n

An expanding web<\/h2>\n\n\n\n

WEBB also promises to begin adding datasets to its AI-powered platform that are related to other conspiracy theories, such as those about the 9\/11 attacks<\/a> and UFOs<\/a>. Added \u201cfiles\u201d even include books of the Bible that were removed<\/a>.<\/p>\n\n\n\n

The WEBB team stated that their AI tool won\u2019t hallucinate<\/a> \u2013 create false or nonsensical content<\/a> \u2013 because it is only trained on the file data, even though large language models routinely hallucinate because they are driven by probabilities<\/a>.<\/p>\n\n\n\n

It remains unclear how WEBB won\u2019t hallucinate when it jumbles the Epstein files, JFK reports<\/a>, 9\/11 documents<\/a> and Book of Enoch<\/a> together. Carroll is now promoting a product called WEBB Enterprise<\/a>, which presumably will include more access and tools for a fee.<\/p>\n\n\n\n

Conspiracy of data<\/h2>\n\n\n\n

Whenever Americans are hungry for answers, platforms such as these can more easily masquerade as objective data analysis tools. They feed into a \u201cconspiracy of data<\/a>,\u201d in which false or misleading information is presented in charts and graphics that create the impression of accuracy and authority.<\/p>\n\n\n\n

Legitimate data analysis is complicated, messy and challenging<\/a>, and best practices call for data analysis tools to emphasize transparency and context. For example, journalists at The New York Times<\/a> use AI to supplement their work while also acknowledging the potential sloppiness of such tools and need for experts and journalists to do the work.<\/p>\n\n\n\n

And as platforms like WEBB add their own datasets<\/a>, the fodder for the paranoid fantasy of online conspiracy theories grows.<\/p>\n\n\n\n

Matthew N. Hannah<\/a>, Associate Professor of Rhetoric, Politics and Culture, University of Wisconsin-Madison<\/a><\/em><\/p>\n\n\n\n

This article is republished from The Conversation<\/a> under a Creative Commons license. Read the original article<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

Matthew N. Hannah, University of Wisconsin-Madison Jeffrey Epstein\u2019s death on Aug. 10, 2019, sparked a flurry of conspiracy theories, and the release of Epstein\u2019s purported suicide note on May 6, 2026, is a good bet to be fodder for more. But Epstein\u2019s death is only one facet of the convicted sex offender\u2019s story to spawn […]<\/p>\n","protected":false},"author":56,"featured_media":42406,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[8025,46,10,296,36,4,38],"tags":[550,9511,11427,7260,885,891,886,860,17739,17740,8448,1258],"_links":{"self":[{"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/posts\/42405"}],"collection":[{"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/comments?post=42405"}],"version-history":[{"count":1,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/posts\/42405\/revisions"}],"predecessor-version":[{"id":42407,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/posts\/42405\/revisions\/42407"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/media\/42406"}],"wp:attachment":[{"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/media?parent=42405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/categories?post=42405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifeandnews.com\/articles\/wp-json\/wp\/v2\/tags?post=42405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}