Policy
Last reviewed: 2026-08-19
Deceit is a pattern-recognition project. We analyze propaganda, AI-generated fraud, and coercive manipulation. This page describes how we select, research, review, and publish.
Deceit is not in the truth business. It is in the pattern business. We name the shapes of manipulation, how propaganda is constructed, how it spreads, and why it lands, rather than adjudicating every claim's veracity.
The project serves two audiences: people who have been deceived and are trying to understand what happened, and people who want to recognize manipulation before it works on them.
Deceit does not do original reporting. It analyzes public statements against their cited sources, every claim analyzed here links to where it was made. That is the standard the analysis is held to: commentary on the disclosed record, not first-hand newsgathering.
Deceit is not neutral toward President Trump, and we do not pretend to be. This publication exists because of what we believe his rhetoric and his conduct have cost the country. We disclose this because undisclosed bias is one of the deceptions this project exists to name.
What we offer in place of neutrality is method. Every claim we dispute links to its sources. Claims we cannot support are labeled as such. Where the record favors President Trump, we say so, not as a gesture of balance, but because the record is above the argument. We respect the office he holds and the tens of millions of Americans who support him in good faith.
Our disagreement with the President is documented, never invented. Opposition is a starting position. It is not an evidentiary standard, and it never substitutes for one.
All content is published under the pseudonymous byline Deceit. The organization is the author, not an individual. This is a deliberate choice: the subject matter involves cults, fraud, and political manipulation, and individual bylines would create targets.
The organization maintains editorial control over all published content. No content is auto-generated or published without human review.
We select content for review when it meets one or more of these criteria:
We do not publish content to harass, doxx, or target private individuals. We analyze rhetoric, not character. The subject of every claim is the message, not the person.
Every analysis post follows this process:
Deceit publishes across five domains, each with a distinct reading mode:
Deceit publishes in two registers: analysis (evidence-first propaganda reviews on deceit.site, deceit.media, and deceit.blog) and the World of Deceit fiction layer (the transmission and the Bureau archive on deceit.world, plus the recovered-document artifacts in the Extrapolations section on deceit.site). The two layers are separate. The two layers are related. The relationship is the point.
The fiction layer presents a dystopian theocracy, the Covenant of Final Harmony, that weaponizes the same patterns of manipulation the analysis layer documents in real-world institutions. The fiction never attributes conduct to a real person. Where an artifact names a real institution, its role and any statement attributed to it are invented setting, never reported fact. The fiction names patterns. The patterns are real. The story is not.
Generalization standard. Real-world figures are generalized to types, technologies to categories, events to structural description. This mitigates legal risk and serves the narrative: the patterns are structural, not personal. Historical religious figures who are already canonical referents of the fiction (Christ, the Sermon on the Mount) are exempt. The rule is absolute for contemporary figures and living persons: none is named, none has conduct attributed. Existing institutions are generalized wherever the narrative allows; where an artifact names one, its role in the story is invented setting, never reported conduct, though the artifact may reference a genuine public fact as backdrop.
Pattern vocabulary. Both layers share a lexicon of documented manipulation patterns, each with a name, a recognition hook, and a truth-adjacency classification. In the fiction the patterns are named by the Covenant; in the analysis they are named in plain English. The reader who encounters both layers recognizes the same structure under different names. The recognition is the teaching. The vocabulary is documented on the patterns page.
Fiction and disclosure. The dystopian fiction never attributes conduct to real people. It is disclosed by provenance rather than confinement: on deceit.world by the surface itself, and in the Extrapolations section by the Artifact badge, the "From the World of Deceit archive" line, and the disclaimer. Commentary on real propaganda happens on deceit.media as sourced, attributed analysis, not as fiction.
Content the fiction does not produce. The dystopian mode produces no content that attributes real conduct to a real person; that presents itself as sourced reporting about a real institution; that targets or harasses any individual or group; that provides instructions for real-world violence, self-harm, or illegal activity; or that reproduces real-world propaganda without analysis or framing.
Deceit operates as commentary, criticism, and media literacy under fair use. We reproduce small portions of third-party posts to review and analyze them. We are not affiliated with the original posters or platforms.
We use clinical framing (such as the BITE model) instead of labels like "cult" when describing coercive groups. We analyze rhetoric, not intent. We attribute claims to their sources. When naming individuals, we use "allegedly," "according to," and similar qualifiers when the claims have not been adjudicated.
When we name a company or institution, we document whether they were contacted for comment. If they were not contacted, we say so.
The dystopian fiction is satire and speculative narrative: it attributes no real conduct to any real person, and where it names a real institution the depiction is invented dystopian setting, disclosed through the artifact provenance chain and the disclaimer. The analysis on deceit.media is protected as commentary and criticism; it follows the sourcing, attribution, and legal-qualifier rules above. The project's internal reference documents contain generalized references to real-world events as authorial reference only and are not published.