DecoySignal

How we know what
we tell you.

This page exists so a skeptical person, or a compliance officer, can check our method without watching a single video.

Where material comes from

We use four tiers of source, in this order of preference.

  1. Federal agency publications. FBI IC3 alerts, FTC consumer notices and enforcement actions, U.S. Postal Inspection Service releases, Social Security Administration OIG notices, CISA advisories. Material created by federal employees as part of their official duties is generally not protected by U.S. copyright. That is not true of everything inside a federal publication: contractor content, licensed photographs, third-party exhibits, seals and trademarks can retain protection, and we check those separately. We cite the document identifier and date on screen.
  2. Federal court records. Public prosecutions, used when we need a real, sourced figure for what a scam actually cost someone. We never estimate a loss.
  3. Viewer submissions, used only with explicit permission and only after identifying detail is redacted and reviewed under our published process before anything is shown. See the submission policy below.
  4. Our own collection. We operate accounts that exist solely to receive scam messages, so that we are looking at what is actually circulating rather than what was circulating a year ago.

How a claim gets on screen

What is on screen, in three categories

A viewer should never have to guess which of these they are looking at, so the screen says so for as long as the material is visible.

How we use AI, in full

We use it, we are specific about where, and nothing it produces reaches you without a human checking it first. We can promise you the check. No process catches every mistake, which is why the corrections log exists and why every claim carries a source you can go and read yourself.

Where AI is used

  • Scripts. Drafted with AI assistance. Every material factual claim is then checked against its cited primary source, and the Owner reviews and approves the script before anything is recorded. AI never gets the last word, and no claim reaches a video because software produced it.
  • Narration. A licensed synthetic voice. The same voice every time.
  • Captions. Generated from the approved script — the words we wrote and checked — never from a transcription of the audio. Speech recognition is used the other way round: to audit the finished narration against that script and flag any drift for a human.
  • Research assistance. Gathering and summarizing public agency material.

Where it is not

  • No AI-generated people. No synthetic presenter, no generated faces.
  • No evidence presented as something it is not. An artifact is either the real thing, or a reconstruction built from tactics a named agency has documented — and a reconstruction is labeled as one, on screen, for as long as it is shown. We do not invent a victim, and we never present an illustrative detail as a fact about a real person or a real case.
  • No unreviewed publication. Every material factual claim is checked against its cited primary source before publication, and the Owner watches and approves every finished video before it is released.
  • No AI-invented facts. Claims are checked against the primary source, not against a model's recollection of it.

Every video is flagged with the platform's altered-or-synthetic-content setting where one exists, and the disclosure appears in every description.

Viewer submissions

If you send us something, you decide how it may be used — with one limit we will not pretend away.

Money, and who pays us

Corrections

We will get things wrong. When we do, we correct it publicly and say what changed. See the corrections log.