Daniel Davis / Deep Dive

Forced equivalence

AI detected as: False Equivalence

Presenting two things as equally valid when they aren't. By giving equal weight to a well-supported position and a fringe one, it manufactures the appearance of legitimate debate. Feels like fairness — "hearing both sides" — even when one side has overwhelming evidence.

Boykoff & Boykoff (2004) on media false balance

Deflection

AI detected as: Whataboutism

Deflecting criticism by pointing to someone else's wrongdoing instead of addressing the original issue. "What about when they did X?" changes the subject and puts the critic on the defensive. A specific form of the tu quoque fallacy.

Tu quoque fallacy; associated with Soviet propaganda technique (Nimmo, 2015)

Appeal to authority

AI detected as: Authority-based Framing

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Anchoring

Presenting an extreme number or claim first so everything after seems reasonable by comparison. The first piece of information becomes your reference point — even when it's arbitrary or deliberately inflated. Works even when you know the anchor is irrelevant.

Tversky & Kahneman's anchoring heuristic (1974)

Forced equivalence

AI detected as: False Equivalence And Moral Inversion

Presenting two things as equally valid when they aren't. By giving equal weight to a well-supported position and a fringe one, it manufactures the appearance of legitimate debate. Feels like fairness — "hearing both sides" — even when one side has overwhelming evidence.

Boykoff & Boykoff (2004) on media false balance

Appeal to authority

AI detected as: Expert-authority Framing To Create A 'hidden Truth' Narrative.

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Us vs. Them

AI detected as: Insider-outsider Framing

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

Deflection

Deflecting criticism by pointing to someone else's wrongdoing instead of addressing the original issue. "What about when they did X?" changes the subject and puts the critic on the defensive. A specific form of the tu quoque fallacy.

Tu quoque fallacy; associated with Soviet propaganda technique (Nimmo, 2015)

Forced equivalence

Presenting two things as equally valid when they aren't. By giving equal weight to a well-supported position and a fringe one, it manufactures the appearance of legitimate debate. Feels like fairness — "hearing both sides" — even when one side has overwhelming evidence.

Boykoff & Boykoff (2004) on media false balance

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

In-group/Out-group framing

Leveraging your tendency to automatically trust information from "our people" and distrust outsiders. Once groups are established, people apply different standards of evidence depending on who is speaking.

Social Identity Theory (Tajfel & Turner, 1979); Cialdini's Unity principle (2016)