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Curated examples

Understand the output before your first real run.

These sample cases are designed to show how TruthLens handles sensational claims, bias-heavy framing, and seemingly balanced text.

Social post

Viral breakthrough claim

A panic-inducing viral-style rumor that uses urgency, secrecy, and fear to encourage immediate sharing without providing any verifiable source.

Dubai will go into a full citywide curfew tonight after secret emergency meetings. Residents are being told to stock up on food and fuel immediately before restrictions begin at midnight. Share this before they delete it.
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Opinion thread

Loaded policy thread

Strong framing and certainty with minimal evidence create a bias-heavy narrative.

The new safety bill is proof that regulators are crushing open innovation on purpose. The biggest companies wrote the rules themselves, and independent researchers will be pushed out within months. This is the end of open knowledge unless people resist now.
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News excerpt

Structured announcement

Neutral tone and named institutions look stronger, but source independence still matters.

Saab and the Kyiv School of Economics announced a collaboration framework for research in unmanned aerial systems and microelectronics. According to their joint statement, the partnership will focus on technical R&D programs, educational initiatives, and long-term innovation capacity for defense technology.
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Headline

Sensational headline

High-impact claims with vague evidence can inflate confidence before full context is available.

Scientists admit popular wellness supplement may reverse memory loss in two weeks, experts shocked by hidden data.
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