Brad Parscale helped Trump win in 2016 using Facebook ads. Now he's back, and an AI evangelist
In AP's profile of Brad Parscale's AI evangelism, campaign technology is repeatedly framed as inherently superior because it is new, disruptive, and supposedly closer to what voters really want. That is exactly the kind of setting where novelty, confidence, and prestige can outrun evidence. The fallacy here is Confidence as a validator: a speaker's certainty, intensity, or felt conviction is treated as if it were evidence that the claim is true. That matters here because confidence can track expertise, but it can also track charisma, identity, adrenaline, fear, or repeated exposure to a claim. A better analysis would remember that certainty is a psychological state, not a built-in proof.
Associated Press · 2024-05-06
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 Confidence as a validator: a speaker's certainty, intensity, or felt conviction is treated as if it were evidence that the claim is true. That matters here because confidence can track expertise, but it can also track charisma, identity, adrenaline, fear, or repeated exposure to a claim. A better analysis would remember that certainty is a psychological state, not a built-in proof.
Associated Press · 2024-10-26
The anonymous ABC debate affidavit spread partly because influential accounts amplified it with extraordinary certainty before any reliable verification had appeared. The fallacy here is Confidence as a validator: a speaker's certainty, intensity, or felt conviction is treated as if it were evidence that the claim is true. That matters here because confidence can track expertise, but it can also track charisma, identity, adrenaline, fear, or repeated exposure to a claim. A better analysis would remember that certainty is a psychological state, not a built-in proof.
In arguments about AI consciousness, election fraud, religion, and wellness, people often present their felt certainty as if it were itself a kind of evidence rather than something that also needs checking. The fallacy here is Confidence as a validator: a speaker's certainty, intensity, or felt conviction is treated as if it were evidence that the claim is true. That matters here because confidence can track expertise, but it can also track charisma, identity, adrenaline, fear, or repeated exposure to a claim. A better analysis would remember that certainty is a psychological state, not a built-in proof.