📈 Whether you're an investor trying to size a high-risk, high-reward position, or simply curious about how the market “thinks” about uncertainty, this episode is full of mental models you’ll want to revisit.
📌 Topics Covered:
Coin flips vs. futures: the two dominant styles of betting
Over/under bets and what they teach us about prediction markets
Why odds ≠ probabilities—and how to convert between them
The difference between probability and magnitude in financial outcomes
Bar bets and beer-drinking contests on Wall Street (!?)
Using call spreads to isolate probabilities, not potential profits
A visual breakdown of skewed vs. symmetric return distributions
Why two stocks can have the same price but completely different implications
How the options market understood the dot-com bust better than most investors
Why thinking in bets makes you a better investor and allocator
⏱️ Timestamps:
00:00 – The stock market vs. the options market
01:42 – Over/under bets and their connection to options
05:59 – Understanding prediction markets and odds
10:00 – Future-style bets: Magnitude vs. probability
14:35 – The subway commute example and tail risk
19:00 – Why volatility and skew matter in pricing
20:38 – Stock A vs. Stock B: Same price, different outcomes
24:00 – Visualizing probability distributions
28:00 – How call values reflect both vol and probability
32:00 – Truncating the tail: turning options into “bar bets”
35:00 – Using call spreads to extract implied probabilities
37:00 – What investors can learn from this framework
39:00 – Options markets during the dot-com bubble
40:45 – Where to follow Kris online
🎙️ Guest: Kris Abdelmessih
🧠 Follow Kris’s work: https://moontower.substack.com