Problem Library
When confident answers fail later
Teams get burned when answers sound certain but cannot be inspected. This is a pattern, not a personal flaw.
Symptoms
What this feels like
- Stakeholders ask for sources and the answer has none.
- Reviews stall because claims cannot be traced.
- Rework happens when a single missing citation unravels the narrative.
Causes
Why it keeps happening
- Answers are assembled without a provenance trail.
- Sources are scattered across tools and memory.
- Confidence is borrowed from tone instead of evidence.
Treatments
What helps
- Receipts that show sources, quotes, and timestamps.
- Coverage labels that highlight thin or contested areas.
- A shared corpus so teams inspect the same evidence.
Prognosis
What improves when you act
- 10 minutes: a first receipt you can inspect.
- 1–3 days: proof links replace copied text.
- 2–4 weeks: fewer surprises when assumptions drift.
Next experiences