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Cross-dimensional analytical perspectives on TellDear's reasoning taxonomy — Hollow Rhetoric, Toxic Discourse, Media Bias, and Discrimination Detection. Aspects grouped by analytical viewpoint rather than purely taxonomic class.
Language that simulates meaning without delivering content
Hollow Rhetoric refers to communication patterns that sound meaningful but carry no actionable content. These are not logical fallacies or deliberate manipulation — they are ritualized phrases that fill airtime, newspaper columns, and political speeches without making anyone wiser. Common in politics, PR, and media.
Identifying patterns of racial, gender, and other forms of discrimination in language
This lens identifies discriminatory language patterns — from overt hate speech to subtle coded language. Discrimination in communication is context-dependent and culturally variable. This lens flags patterns and explains WHY something may be discriminatory, not just THAT it is. It operates on a spectrum, not in binary judgments.
Intentional communication patterns designed to harm, derail, or destroy discourse
Toxic Discourse patterns are intentional communicative acts that go beyond logical fallacies or cognitive biases. They are deployed to harm, intimidate, exhaust, or silence — not to seek truth or understanding. This lens identifies bad-faith communication: trolling, coordinated attacks, gaslighting, identity-based manipulation, and systemic discourse sabotage. Unlike fallacies, these patterns are defined by intent. Recognizing them is the first step to protecting healthy discourse.
38 bias patterns in media communication (Table of Media Bias Elements 2025)
Media Bias detects systemic patterns in news reporting that distort public understanding without explicit lying — selective framing, asymmetric emphasis, omitted context, sourcing bias, and presentation choices that shape perception. Used by media literacy educators, journalists auditing their own work, and researchers analyzing news ecosystems.
The six dimensions (D1–D6) classify each aspect by its nature — logical fallacy, cognitive bias, statistical error, etc. Lenses look across them: they group aspects from multiple dimensions by an analytical perspective — e.g. "Where does language manipulate through emptiness?" (Hollow Rhetoric) or "Where is the reporting biased?" (Media Bias). An aspect can belong to several lenses.