§ 01
| Behavior | What It Looks Like | Cost |
|---|---|---|
| Selective research | Only reading bullish articles on stocks you own | Miss warning signs |
| Biased interpretation | Interpreting ambiguous news as positive for your position | Overestimate upside |
| Dismissing critics | Labeling bearish analysts as ‘wrong’ without engaging their arguments | Echo chamber thinking |
| Memory distortion | Remembering your wins, forgetting your losses | Overconfidence in your process |
§ 02
The most dangerous form: seeking out communities that share your investment thesis. Online forums and social media create echo chambers where confirmation bias is reinforced by thousands of like-minded voices.
§ 03
Pick a stock you’re bullish on. Now actively search for the best bear case against it. Read it with an open mind. If you can’t articulate the bear case, you don’t fully understand the investment.
§ 04
You own a stock and read a critical research report highlighting declining margins. Your first reaction is to look for reasons the analyst is wrong. Is this confirmation bias?
§ 05
Five questions · AI feedback
Sit with the ideas.
You own a retail stock. Q3 prints revenue growth of 8%, declining same-store sales of -3%, and inventory up 22% year-over-year. Bulls cheer the headline; bears point at the other two. Which signals deserve heavier weight?
Why: