Confirmation bias in plain words: how we collect evidence that agrees

A 5-beat faceless video outline for “Confirmation bias in plain words: how we collect evidence that agrees” in the Psychology concepts niche, derived from caption timing of 2 reference videos.

Angles

• Cold-open on the concrete hook from the primary reference — Sprouts leads with a scene, not a definition dump
• Make the mechanism explicit with one visual beat: I couldn't see a thing it was 20 degrees below zero and so I prayed I fell to my knees in …
• Contrast or scale-up using the second reference (Veritasium): them through the lens of our own beliefs. As a result we see and overrate where the to int…
• Close on what the viewer can check themselves; original narration only — do not copy reference wording

Beat-by-beat structure

1. Hook (0:00–0:30): open on the puzzle of 'Confirmation bias in plain words' in one image.
2. Setup (0:30–2:00): define the key terms in plain words; borrow structure from Sprouts, not lines.
3. Mechanism (2:00–5:00): walk the cause-and-effect with one diagram; cite the evidence beat (I couldn't see a thing it was 20 degrees below zero and so I prayed I …).
4. Contrast (5:00–7:00): show the common myth or the second case from Veritasium.
5. Recap card: three takeaways + one 'check this yourself' action. Original narration only.

Reference videos

• The Confirmation Bias Kho5KvPBDSw
• The Most Common Cognitive Bias vKA4w2O61Xo

Method

yt-dlp VTT captions (manual/uploader only) → timed beat heuristics → editorial topic synthesis (no ASR). Structure only; write original narration.