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If you want to dive deeper into optimizing your choices, I can help you set up a framework. Let me know if you would like me to build a or write a Python script to calculate expected values for your next major decision. Share public link
Have you ever found yourself stuck in a situation where you're not sure what to do? Maybe you're considering a career change, or you're trying to decide whether to invest in a new business venture. In situations like these, it's easy to get caught up in analysis paralysis, weighing the pros and cons of each option without making a decision.
The book advocates for "learning pods" or groups that encourage dissent and objective criticism to fight individual confirmation bias. Critical Assessment book-notes/thinking-in-bets.md at master - GitHub
In Thinking in Bets , Duke explains that you should never make a decision (like clicking a suspicious link) without calculating the expected value. The expected value of saving $15 is far outweighed by the cost of a ransomware attack on your computer.
Instead, get the book legally from your library for $0, or buy the Kindle edition for the price of two lattes. Annie Duke’s framework will save you far more than $16 in poor decisions over your lifetime.
For professionals, developers, and data scientists looking to synthesize these frameworks, looking for resources like a repository can open up a wealth of community-driven summaries, cheat sheets, and actionable mental models.
If you are looking to integrate these habits into your life, exploring user-generated summaries and decision-journal templates via GitHub is an excellent way to turn theory into daily practice. Stop playing chess with a life that is fundamentally built around poker—start thinking in bets.
GitHub has evolved far beyond code; it is now a massive repository for mental models, book summaries, and decision-making frameworks. Searching for this book on GitHub typically yields several invaluable resources: Markdown Summaries and Executive Cheat Sheets
If you are looking for the core knowledge contained within the PDF, here is the distilled "executive summary" often found in GitHub note repositories.
A legitimate, free PDF of the entire book posted by the publisher on GitHub. Thinking in Bets is protected by copyright, and sharing or downloading an unauthorized PDF is illegal in most jurisdictions. Authorized copies are available only through purchase or library lending programs.
Many developers and productivity enthusiasts create repositories summarizing non-fiction books.
If you explore GitHub for repositories tagged with decision-making or Annie Duke’s work, you will typically find resources broken down into three categories: Executive Book Summaries (PDF & MD)
In the world of high-stakes decision-making, Annie Duke's has become a foundational text for engineers, investors, and poker players alike.
