To help 2024 voters, Meta says it will begin labeling political ads that use AI-generated imagery
AP's report on Meta's decision to label AI-generated political ads shows how much public trust can hang on surface cues such as labels, watermarks, and disclosure language. Those cues matter, but they are not substitutes for checking who made a claim or whether the substance is true. The fallacy here is False attribution: support for a claim is borrowed from a source that is fabricated, misquoted, unqualified, anonymous in the wrong way, or otherwise not what it is presented to be. That matters here because source quality matters, but only if the source is real, relevant, and represented fairly. A better analysis would remember that a false attribution can make weak claims feel borrowed from a stronger authority than they actually have.
Associated Press · 2023-11-08
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 False attribution: support for a claim is borrowed from a source that is fabricated, misquoted, unqualified, anonymous in the wrong way, or otherwise not what it is presented to be. That matters here because source quality matters, but only if the source is real, relevant, and represented fairly. A better analysis would remember that a false attribution can make weak claims feel borrowed from a stronger authority than they actually have.
Associated Press · 2024-05-31
Researchers say an AI-powered transcription tool used in hospitals invents things no one ever said
AP's reporting on Whisper hallucinating in hospital transcripts is a sharp case of a polished output being treated as if accuracy followed from confidence and fluency. It also shows why one plausible-seeming example is not enough to certify a tool as reliable in high-stakes settings. The fallacy here is False attribution: support for a claim is borrowed from a source that is fabricated, misquoted, unqualified, anonymous in the wrong way, or otherwise not what it is presented to be. That matters here because source quality matters, but only if the source is real, relevant, and represented fairly. A better analysis would remember that a false attribution can make weak claims feel borrowed from a stronger authority than they actually have.
Associated Press · 2024-10-26
The anonymous affidavit circulated after the September 2024 ABC debate was amplified as if it were a verified insider source even though the core allegations were not authenticated. The fallacy here is False attribution: support for a claim is borrowed from a source that is fabricated, misquoted, unqualified, anonymous in the wrong way, or otherwise not what it is presented to be. That matters here because source quality matters, but only if the source is real, relevant, and represented fairly. A better analysis would remember that a false attribution can make weak claims feel borrowed from a stronger authority than they actually have.
Viral quote cards and screenshot posts often attach dramatic claims to scientists, judges, or agencies who never said them, counting on readers to trust the label instead of checking the source. The fallacy here is False attribution: support for a claim is borrowed from a source that is fabricated, misquoted, unqualified, anonymous in the wrong way, or otherwise not what it is presented to be. That matters here because source quality matters, but only if the source is real, relevant, and represented fairly. A better analysis would remember that a false attribution can make weak claims feel borrowed from a stronger authority than they actually have.
