An anti-manipulation evidence project
Facts Over Fury tracks how money, media incentives, platform immunity, and algorithms turn ordinary citizens into emotional assets.
The manipulation machine
Money funds the message. Platforms host and monetize the message. Algorithms decide who sees the message, how often, and in what emotional state.
Super PACs may receive unlimited contributions for independent political spending. Direct candidate contributions and coordinated spending remain restricted — but the money flowing into messaging has, in practice, no ceiling.
Source: FEC.gov — Registering as a Super PAC Read the deep dive →Interactive computer service providers generally cannot be treated as the publisher or speaker of information provided by another content provider. That is not "zero accountability for everything" — but it is a sweeping shield around user-generated content and how it spreads.
Source: Cornell LII — 47 U.S. Code § 230Television, social platforms, and recommendation engines turn engagement incentives into mass narrative control. This isn't really about "AI." It's about who sees what, how often, and in what emotional state.
Distribution is the battlefield.On the record
Long-form pieces, ongoing. Each one is sourced, dated, and revisable.
A forensic essay on Section 230, Citizens United, and the three breaking points the system can’t outrun. Four-minute film and the full written breakdown.
Read The Thesis →Why feeling informed isn’t the same as being informed. The news-finds-me mindset, the Dunning-Kruger overconfidence pattern, and three moves to close the gap.
Read News Finds Me →How Super PACs raise unlimited money — and why the whole system depends on the legal definition of “independence.”
Read the deep dive →A 22-year-old medical student in India built a woman who never existed — and the platform that monetized her stays untouched by Section 230.
Open the case file →More breakdowns are filed as they are verified. Subscribe to get each one when it lands.
The Code
Trust is earned by what you refuse to do. Here are the rules of this project — written down, in public, before the first investigation drops.
Stay skeptical. Even of me.
According to available reporting, a 22-year-old medical student in India built a woman who never existed — face, voice, and personality reported to be AI-generated end to end. Beautiful, patriotic, passionate, and entirely synthetic.
The persona accumulated hundreds of thousands of followers. Real Americans sent real money, made real decisions based on what she "told" them, and felt real emotions for someone who never existed.
The platform did not need to believe her. It only needed users to engage with her.
That is the part most people miss. The platform didn't have to be deceived. The platform didn't have to take a position on whether she was real. The machine doesn't care. It measures attention, retention, and ad revenue — and by every metric the platform actually optimizes for, the persona performed.
And it is, today, almost entirely legal. The law that lets the platform sit out the consequences is Section 230: interactive computer service providers generally are not treated as the publisher of what users post. Build the machine, profit from the machine, and when the machine chews someone up — the platform stays untouched.
The exhibits
These are not just images. They are trust triggers. A synthetic identity does not need to be real to influence real people. It only needs to generate attention, emotion, and belief.
Images circulated under the Emily Hart persona. The account is reported to be a synthetic, AI-generated profile. We do not assert that any specific real person is depicted. Personal commenter information has been excluded where present. If you have primary-source documentation of this case, please send it — we update with receipts, not assumptions.
Investigation 01 — full breakdown coming to subscribers first.
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No spam. No outrage farming. No team colors. One investigation at a time, with sources you can check yourself.
FACTS OVER FURY