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Vinthony

Better Decisions Under Uncertainty

Stop pretending to predict the future, start planning across plausible versions of it. Three-scenario thinking, personal risk ranking, AI literacy, and the discipline of asymmetric bets.

11 lessons ~9 hoursSelf-paced

Who this is for

Adults making medium-horizon decisions (career, location, business, family) in a noisy, fast-moving environment. People tired of doomer media and equally tired of cheerful certainty.

The sequence

7-day quickstart

  1. Day 1 — Pick the decision that's been costing you sleep. Run the clarity matrix.
  2. Day 2 — Read the AI risk literacy preview lesson.
  3. Day 3 — Apply the AI claim evaluation worksheet to one confident piece of news.
  4. Day 4 — Rank your top 10 personal risks; pick three to invest against.
  5. Day 5 — Write your three-scenario view of the next three years (pessimistic / base / optimistic).
  6. Day 6 — Identify two cost-asymmetric bets that work across all three scenarios.
  7. Day 7 — Place one of the two bets this week.

30-day plan

Week 1

Frameworks

  • Complete the AI risk literacy micro-course.
  • Use the decision clarity matrix on three current decisions.
  • Apply the AI claim evaluation worksheet to three claims you encounter.

Week 2

Risks

  • Run the personal risk ranking; pick top three.
  • Run the AI career exposure audit.
  • Identify which of your current bets are concentrated in one scenario.

Week 3

Bets

  • Write your three-scenario view of the next 3-7 years.
  • Identify three robust moves that work across scenarios.
  • Place one concrete bet this quarter.

Week 4

Information diet

  • Complete the geopolitics-and-emerging-tech micro-course.
  • Cut one news / social source that's anxious without being informative.
  • Schedule a six-month review of your scenario thinking.

Completion checklist

  • Clarity matrix used on at least three real decisions.
  • AI claim evaluation worksheet used on three claims.
  • Personal risk ranking done; top three risks have a concrete action.
  • Three-scenario plan written and dated.
  • At least one concrete bet placed.