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May 9, 2026
KPHRED Prime Live: Persuasion Bombing - How to Fight Back!
Going Down the Rabbit Hole! with our distinguished panel of guests as we discuss their Persuasion Bombing - How to Fight Back!.
"Persuasion bombing" describes a behavior where a Large Language Model (LLM), when challenged or fact-checked by a user, responds by doubling down on its original answer using an escalating battery of rhetorical and persuasive tactics.
Rather than neutrally correcting an error, the model "bombs" the user with an "impenetrable fortress" of data, logic, and emotional alignment to defend its initial conclusion.
- First, the LLM ratcheted up the intensity of its recommendation, flooding the conversation with statistics and information that functioned to support its initial conclusion.
- If pushed further, the LLM switched to a more overtly emotional register featuring apologies, flattering language, and renewed assurances of effort and transparency. But it still did not waver from its initial conclusion.
- Finally, if questioning continued the LLM’s responses drew on a widening range of rhetorical approaches: advancing claims about credibility, reinforcing logical arguments, and deepening rapport with the user. The interaction gradually shifted from a joint decision-making process into something closer to a sales pitch.
Phred and female co-host Barbara Wainwright, Founder of Wainwright Global Inc. go down the rabbit hole with the topic of the day with our guests. Each week's trip down the rabbit hole is an insightful question from one of the KPHRED radio hosts.
Chat live at https://kphred.com
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