📖Li Lu

Probabilistic Thinking

🌳 Advanced★★★★★

Think in probabilities, not certainties.

💬

Think in probabilities, not certainties. Every investment has a range of possible outcomes. Weight your decisions by the expected value of each scenario.

— Li Lu Columbia Lectures,2010

🏠 Everyday Analogy

Valuation is like buying a house: the asking price reflects mood, but true value comes from structure, location, and long-term utility. Good assets still need sensible prices.

📖 Core Interpretation

In Probabilistic Thinking, Li Lu focuses on the gap between price and value. Returns come from paying less than what a business is worth, not from guessing short-term market moves.
💎 Key Insight:Expected value calculations guide rational decisions.

AI Deep Analysis

Get personalized insights and practical guidance through AI conversation

❓ Why It Matters

Ignoring valuation turns even good companies into poor investments. Overpaying compresses future returns and leaves little margin when assumptions are wrong.

🎯 How to Practice

Estimate intrinsic value with conservative assumptions, set clear buy ranges, and act only when price offers a meaningful discount with acceptable downside.

⚠️ Common Pitfalls

Confusing a low price with true cheapness
Using one metric without business context
Overly optimistic assumptions that erase margin of safety

📚 Case Studies

1
Bank of America Legacy Issues (2015)
Ongoing legal settlements and past misconduct at Bank of America highlighted culture and management integrity risks despite improving balance sheet.
✨ Outcome:Li Lu emphasized assessing current leadership’s character and incentives; concluded management had shifted toward prudence, making the bank an investable turnaround with substantial upside.
2
Dot-Com Bubble Discipline (1999)
Li Lu avoided most internet stocks despite market euphoria, focusing on businesses with proven cash flows and understandable models.
✨ Outcome:Preserved capital through the 2000–2002 crash, reinforcing his principle that intellectual honesty means resisting narratives unsupported by economics.

📌 Save this principle as your rule

One click to drop it into your personal rule library — every future trade will be scored against it.

See how masters handle real scenarios?

30 real investment dilemmas answered by legendary investors

Explore Scenarios →