We trust interpreters over raw information — and AI could help us trace claims instead

CyborgWriter · reddit · 2026-10-11

A Reddit essay on a structural flaw in the information ecosystem: the Cassandra Effect (early correct observers ignored for lacking credentials) combined with Halo Bias (confident, successful, or politically aligned voices getting more credit than evidence warrants).

Layer on the intermediaries between us and raw data — collectors, selectors, platforms, ranking algorithms, explaining authorities, and our own assumptions — and we inherit packaged conclusions instead of inspecting material ourselves.

The author's prescription: don't look for a voice to trust completely; get close enough to the underlying facts to judge how much trust each voice has earned. AI's right role isn't as an authority telling us what to think, but as a tool to find original material, compare sources, trace claims, and expose contradictions.

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