Concern 451 · Working draft · editorial review in progress
Composite/edited "cheap fakes"
A cheapfake misleads by editing or mislabeling existing media, sometimes without advanced AI.
Understanding the concern
A real video can tell a false story if someone removes the surrounding sentence, changes its speed or claims it was recorded at a different event. Think of tearing one line from a letter and pretending it represents the whole message. The pixels may be genuine while the meaning is distorted.
This is different from generating a new face or voice. AI may help make edits, but the underlying trick does not require it. Checking only for computer-generated content will miss these cases. The full recording, date, location and original caption can matter more than whether an AI detector flags the file.
An example
An old crowd video is reposted as proof of a protest that supposedly happened today.
Illustrative unless identified as a documented case.
Words in plain English
- AI
- Software that learns patterns from examples or uses rules to perform tasks such as recognizing images or generating text. It can make mistakes and does not understand every situation as a person would.
Evidence and its limits
The sources describe content transparency and election misinformation risks. No claim is made that cheapfakes are more common than every other form of manipulation.
NIST · AI 100-4 · November 2024 · Official technical report
Reducing Risks Posed by Synthetic Content: An Overview of Technical Approaches to Digital Content Transparency ↗ (opens in a new tab)Surveys provenance, watermarking, detection and labeling across media; no single approach proves truth or covers every transformation.
CISA · 2024 · Risk assessment
Risk in Focus: Generative AI and the 2024 Election Cycle ↗ (opens in a new tab)Potential threats to election communications and workers; a scenario assessment, not proof each scenario occurred.
Broader frameworks and background
These resources provide context. They do not establish every claim in this concern.
- OECD AI Incidents and Hazards Monitor (opens in a new tab)
incidents
- AI Incident Database (opens in a new tab)
incidents
- International humanitarian law (IHL)
framework
The body of law that governs the conduct of armed conflict and the protection of people who are not fighting, which applies to AI used in or for conflict.
A question to discuss
What context is missing from this clip, even if the recording itself is genuine?
Keep track of different views, what needs checking, and any next step in your own discussion notes.
Open discussion notes →Principles for the conversation
Before you finish · reflect together
Virtues and principles to consider
Virtues are qualities we practice in how we treat people and make choices. They are not scores for judging someone. Use these ideas to explore what a thoughtful response could look like.
Truthfulness
Truthfulness means making claims that match the evidence and being clear about what we do not know. It includes correcting mistakes rather than protecting a polished story.
Check sources, label guesses, and distinguish a trial result from a proven benefit. If AI helped produce a claim, someone still needs to take responsibility for checking it.
Ask together: What can we honestly say, and what still needs checking?
Meaningful conversation
Conversation means making room to understand and be understood. It is more than winning a debate or collecting quick agreement. People can explore a question together without starting from the same view.
Use a concrete example, invite different experiences, and ask what might change each person's mind. Let concerns and hopes sit together long enough to reveal choices that a simple yes-or-no argument would miss.
Ask together: What can we learn from each other before deciding?
Unity
Unity means working toward shared purposes while making room for real differences. It does not require everyone to have the same experience, beliefs, or opinion.
Look for a goal people can share, then explore disagreements about how to reach it. Make sure quieter or less powerful voices can influence the result.
Ask together: What purpose can we share while respecting our differences?
Editorial ratings
These are editorial judgments from the register, not measured probabilities or predictions about your situation.
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