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unsubstantiated_claims
Unsubstantiated Claims are assertions presented without supporting evidence, data, or credible sources. The speaker expects the audience to accept the claim based on their authority, confidence, or the emotional appeal of the statement rather than its factual basis. This tactic shifts the burden of proof: instead of the claimant proving their assertion, skeptics are forced to disprove it.
A politician declares: 'Experts agree that our economy has never been stronger' without naming any experts or citing any data.
A social media influencer claims: 'This product changed my life and it will change yours too' — offering no specifics, measurements, or comparative evidence.
A news commentator states: 'Everyone knows the government is hiding the real numbers' without specifying which numbers, what the real figures are, or providing any whistleblower testimony.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Is a significant claim being made without providing evidence, sources, or references?
Type: binaryDoes the speaker rely on the authority of their position or confidence of delivery rather than verifiable proof?
Type: binaryWould the claim require substantial evidence to be credible, yet none is offered?
Type: binaryUnsubstantiated Claims are assertions presented without supporting evidence, data, or credible sources. The speaker expects the audience to accept the claim based on their authority, confidence, or the emotional appeal of the statement rather than its factual basis. This tactic shifts the burden of proof: instead of the claimant proving their assertion, skeptics are forced to disprove it.
Confident delivery and appeals to unnamed authorities create an illusion of credibility. Most audiences lack the time or resources to fact-check every claim in real time, so unsupported assertions often pass unchallenged, especially when they confirm existing beliefs.
Apply the burden of proof: 'What is the evidence for this claim? Which experts? What data?' Refuse to accept claims at face value and insist on verifiable sourcing. Remember: extraordinary claims require extraordinary evidence.
Ubiquitous in political speeches, advertising ('clinically proven' without citing the study), social media posts that go viral based on emotional resonance rather than evidence, and opinion pieces presented as investigative journalism.
Use these tools to detect, analyze, or train this aspect.