title: Clickbait Titles vs Actual Content

mistake: Claimed TASKS replaces Ralph Wiggum loops based on video title 'RIP Ralph Loops'

reality: Video content explicitly states 'tasks won't completely replace those. Ralph is still useful'

root_cause: Took sensationalist title at face value instead of critically analyzing full source content

correction_trigger: User pushback: 'are you certain? prove it'

principle: NEVER trust titles/headlines - always verify claims against actual source content, especially when title makes dramatic claims


title: Value of User Skepticism

observation: User's skepticism ('I am skeptical, prove it') forced re-examination that caught a significant error

learning: Skeptical pushback is a gift - it triggers verification that prevents bad knowledge from persisting

principle: Welcome challenges to claims. Defend with evidence or correct immediately. Never dismiss skepticism.


title: Fast Correction > Ego Protection

observation: Immediately acknowledged error and corrected knowledge base rather than defending overclaim

learning: Speed of correction matters more than appearing infallible. Bad knowledge compounds if left uncorrected.

principle: When wrong, say 'You're right' immediately. Correct the record. Move forward.