Evidence
How strongly should new information change what you believe?
Organizations & teams
Make better decisions when certainty is unavailable.
Interactive mathematical workshops that help technology, finance, AI, research, and strategy teams reason more clearly about evidence, risk, randomness, and choice.
Flagship workshop · 75–90 minutes
Thinking in Probabilities
Smarter Decisions Under Uncertainty
A fast-moving, participatory experience built around decisions that feel obvious—until the mathematics reveals something else. Participants leave with a practical way to update beliefs, distinguish risk from value, and make choices without pretending to know more than they do.
Discuss a workshopPrior30%
New evidence
Updated view72%
→
Inside the experience
Four lenses for clearer thinking.
The workshop is tailored to the audience and industry. The mathematics remains rigorous; the examples and decisions become recognizably theirs.
Risk
Why expected value is necessary—and still not enough.
Strategy
When should you explore, wait, stop, or commit?
Systems
How randomness and incentives create unexpected outcomes.
The underlying idea
Good decisions are not predictions that happened to be right.
Teams need a shared language for uncertainty—one that makes assumptions visible, evidence comparable, and disagreement productive.
Ways to work together
Start with a focused engagement.
Interactive workshop
Thinking in Probabilities
A 75–90 minute flagship session for a team, leadership group, or internal learning event.
Customized session
Algorithms, Randomness & AI
A talk or workshop connecting mathematical thinking with algorithms, optimization, randomized methods, or AI.
Scoped advisory work
Mathematical Diagnostic
A short, clearly defined engagement involving probability, modeling, algorithms, research evaluation, or technical due diligence.
Best suited for
Teams whose decisions are consequential, technical, or uncertain.
- Technology and AI
- Finance and investment
- Gaming and marketplaces
- Startups and strategy teams
- Research organizations
- Executive education
Begin with the decisions your team actually faces