AI experimentation is high risk, high reward for low-profile political campaigns
AP reported that a PAC opposing Shreveport mayor Adrian Perkins used an AI-generated attack ad that put his face on a chastened student in a principal's office. The case is a clean example of vivid, emotionally loaded presentation doing persuasive work that policy argument still had to do for itself. The fallacy here is Misleading vividness: a striking anecdote or emotionally intense case is used to make a problem seem more common, clear, or representative than the broader evidence allows. That matters here because vivid cases matter, especially when they reveal harms abstract statistics can hide. A better analysis would remember that the fallacy arises when memorable exceptions are used as if they were the normal pattern.
Associated Press · 2024-06-17
Google makes fixes to AI-generated search summaries after outlandish answers went viral
When AP covered Google's erroneous AI overviews, the central lesson was that a system can sound authoritative while still misreading queries, flattening context, or repeating bad source material. The episode is a strong real-world case of surface fluency masking evidential and conceptual weakness. The fallacy here is Misleading vividness: a striking anecdote or emotionally intense case is used to make a problem seem more common, clear, or representative than the broader evidence allows. That matters here because vivid cases matter, especially when they reveal harms abstract statistics can hide. A better analysis would remember that the fallacy arises when memorable exceptions are used as if they were the normal pattern.
Associated Press · 2024-05-31
Top Haitian official denounces false claim, repeated by Trump, that immigrants are eating pets
AP's September 26, 2024 report on Haiti's transitional council president condemning the Springfield pet-eating rumor shows how quickly a sensational falsehood can travel from fringe posts to a presidential debate to the United Nations. The case is vivid enough to illustrate both emotional manipulation and the costs of repeating an unverified claim because it 'sounds like what the other side would do.' The fallacy here is Misleading vividness: a striking anecdote or emotionally intense case is used to make a problem seem more common, clear, or representative than the broader evidence allows. That matters here because vivid cases matter, especially when they reveal harms abstract statistics can hide. A better analysis would remember that the fallacy arises when memorable exceptions are used as if they were the normal pattern.
Associated Press · 2024-09-26
AP Explains: Migration is more complex than politics show
AP's migration explainer from September 20, 2024 is useful because it deliberately widens the frame beyond debate slogans and viral rumors. That makes it a strong case for fallacies that depend on flattening a complicated policy landscape into one cause, one image, or one moral punchline. The fallacy here is Misleading vividness: a striking anecdote or emotionally intense case is used to make a problem seem more common, clear, or representative than the broader evidence allows. That matters here because vivid cases matter, especially when they reveal harms abstract statistics can hide. A better analysis would remember that the fallacy arises when memorable exceptions are used as if they were the normal pattern.
Associated Press · 2024-09-20
The Springfield rumor gained traction partly because lurid, memorable imagery traveled faster than the dull but crucial fact that authorities found no supporting evidence. The fallacy here is Misleading vividness: a striking anecdote or emotionally intense case is used to make a problem seem more common, clear, or representative than the broader evidence allows. That matters here because vivid cases matter, especially when they reveal harms abstract statistics can hide. A better analysis would remember that the fallacy arises when memorable exceptions are used as if they were the normal pattern.
