Overhype Detector
Separates what was demonstrated from what was announced, promised or merely implied, asks who profits from the excitement, and scores the hype from 1 to 5 with the one reason that decides it. Made for AI, biotech and startup coverage.
What this lens answers
Each item below becomes a heading in the AI response.
- What was actually shown or measured, by whom, and under what conditions?
- What was claimed or promised beyond that?
- What is only implied by framing, adjectives or comparison?
- Who profits from the excitement, and who is quoted with no stake in it?
- How realistic is the timeline against how similar things have gone before?
- What is the hype score from 1 to 5, and what is the one reason that decides it?
Categories
- Critical Thinking & Skepticism
- Technology & AI
Tags
- hype
- demo vs deployment
- claims
- timelines
- skeptic
Creator
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