"Feedback matters. Really Matters!"
summary
Requests peer review of a draft data‑science talk, receives constructive critical feedback from experienced colleagues, and discovers the slide deck is immature. Creates a problem‑identification mnemonic HIS TRAPS (hands‑on weak, ignorant to heuristics, subject‑knowledge gaps, etc.), reworks content using peer comments plus Jerry Weinberg’s books as tools, and removes gold plating. Outcome: a focused, audience‑aligned talk that replaces embarrassment with measurable improvement and readiness to present, not a slick but shallow deck. no gold plating
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