May Contain Lies: How Stories, Stats, and Studies Exploit Our Biases

The concept of the 'Ladder of Misinference' is worth the price of admission alone. Edmans does an incredible job of showing how even 100% accurate facts can be weaponized to lead us to the wrong conclusions. I loved the breakdown of how we move from data to actual evidence, then finally to proof. It’s written in a way that feels very accessible, even if you don't have a background in finance or statistics. The summaries at the end of each chapter really helped me consolidate what I was learning. To be fair, some of the examples about the 'shades of grey' (moderate vs granular vs marbled) got a little bit dense, but the overall message is powerful. It’s rare to find a book that actually provides a 'Checklist for Thinking Smarter' that you can use in your daily life. This is essential reading for anyone trying to navigate the noise of modern social media.

Picked this up after seeing it mentioned in a WEF report and it lived up to the hype. Having just finished my MBA, I really wish this had been on the curriculum earlier. Edmans manages to simplify incredibly complex statistical pitfalls into something digestible. The way he identifies the move from 'statement' to 'fact' and eventually to 'proof' is masterfully explained. I specifically liked how he didn't just list a hundred different psychological biases, but focused on the big ones like confirmation bias and black-and-white thinking. The tone is smart and authoritative without being overly dry. It’s one of those books that sticks in the back of your mind and makes you pause before you hit 'share' on a sensationalist article. It’s a vital tool for anyone who wants to sharpen their critical thinking skills in an age where misinformation is the top global risk.

Truth is, I’ve been feeling a lot of unease since finishing this last month. It’s one of those books that lingers. Every time I see a stat on the news now, I hear Edmans' voice in my head asking if it’s actually 'evidence' or just a 'statement.' The way he deconstructs popular science books and media reports is both brilliant and a little bit depressing. You realize how much of what we 'know' is built on shaky foundations. I loved the section on how to encourage diversity of thought without falling into the trap of polarization. It’s a masterclass in critical thinking. Even though I don't have a background in statistics, I never felt lost, which is a testament to the writing quality. It’s definitely changed the way I perceive the world and the information I allow to influence my decisions. Truly a 5-star experience.

Edmans manages to translate dense economic and statistical concepts into something the average person can actually use. This isn't just a book about 'fake news'; it’s a deep dive into how we deceive ourselves. The structure is very logical, moving from the biases we hold to the framework of the 'Ladder of Misinference.' I especially appreciated the 'Checklist for Smarter Thinking' in the appendix. While some reviewers think it’s too much work, I think it’s a necessary discipline in today's world. The book is full of easily digestible concepts and handy tips that genuinely improve your ability to spot misinformation. Whether you're a student, a business leader, or just someone tired of being misled by headlines, this book is an essential addition to your shelf. It’s masterfully written and incredibly timely.

Ever wonder if the 'facts' you see on LinkedIn are actually just manipulated data? This book tackles that head-on. Edmans is an economist, and that perspective definitely shines through, especially when he discusses corporate performance and share prices. I found the section on confirmation bias to be the most impactful part of the whole read. He uses great real-world examples, like the takedown of the Matthew Walker sleep study, which I actually found quite shocking since I’d previously taken that book as gospel. My only gripe is that the 'Checklist for Smart Thinking' feels a bit overwhelming for a casual reader. There are 17 questions to ask yourself, which isn't always feasible when you're just scrolling through the news on your morning commute. Still, it’s a very illuminating read that I’d recommend to anyone who wants to be more critical of the information they consume.

Look, any book that takes a swing at Malcolm Gladwell’s storytelling-over-substance approach has my attention immediately. Edmans does a great job of dismantling how 'science' is often packaged into neat, viral narratives that don't actually hold up under scrutiny. I found the technical sections on 'instruments' and 'randomness' a bit clunky, but the overall message about challenging our innate biases is so necessary right now. The writing is generally very clear, and he uses a variety of examples from medicine to prison reform to keep things interesting. I did feel that he occasionally oversimplified the ease of checking scholarly publications—most people don't have access to those journals! However, the four shortcuts he provides at the end are much more manageable than the full checklist. It’s a solid 4-star read that really makes you question your own assumptions.

Wow, this was a real eye-opener, particularly regarding the way information is presented to us. I listened to the audiobook version, which the author narrates himself. He has this very posh, intelligent British accent that makes the material feel very engaging and easy to follow. The core of the book is about confirmation bias, and Edmans gives multiple examples of how this impacts everything from politics to business. It’s a very timely subject. I will say that while the author claims bias is a universal human trait, his perspective feels very rooted in Western corporate culture. He doesn't spend much time on the historical or systemic reasons why certain narratives are pushed. But if you’re looking for a personal guide on how to be less of a 'sheep' when it comes to data and headlines, this is a fantastic resource. Highly recommended for the checklist alone.

This book is a much-needed antidote to the current age of digital polarization. Edmans focuses on two main errors: confirmation bias and black-and-white thinking. I found his breakdown of 'shades of grey' to be quite thought-provoking, even if the terminology got a bit confusing at times. He successfully proves that even when facts are right, the conclusions we draw are often wrong because we want them to support our existing beliefs. Personally, I found the chapter on how politicians misuse studies to be absolutely terrifying. It’s a relatively quick read that provides plenty of 'aha!' moments. My only criticism is that it favors a very centrist worldview that might not sit right with everyone. But in terms of enhancing your critical thinking skills and learning how to spot bad data, it’s a very useful and readable primer.

As someone who deals with data daily, I found this to be a bit of a mixed bag. On one hand, Edmans is fantastic at explaining why we fall for misinformation and how our own biases get in the way. On the other hand, it felt like he was advocating for a very specific brand of 'moderated centrism' that he didn't really analyze with the same critical lens he applied to others. He talks about investing in oil companies or executive pay in a way that seems to favor the status quo. Frankly, it felt a bit like the author believes he is immune to the very biases he's warning us about. The writing quality is generally good, but I wish there had been more systemic analysis of why misinformation happens—like the profit motives of big pharma or climate skeptics—rather than just blaming it on human flaws. It’s a decent primer, but it lacks the depth I was hoping for.

Finally got around to reading this, but it left me more exhausted than empowered. While I appreciate the effort to debunk misinformation, the 'solutions' offered are just not realistic for the average person. The author suggests we should vet every source, check every reference, and run through a 17-point checklist before believing anything. Truth is, I don't have the bandwidth to spend hours down rabbit holes for every news story I see. It’s the definition of 'ignorance is bliss' because now I just feel anxious about everything I read without having any practical way to fix it. Plus, some of the anecdotes he used to prove his points felt a bit cherry-picked themselves, which is ironic given the subject matter. It’s an interesting academic exercise, but as a practical guide for the general public, it misses the mark. It felt very much like an economist talking down to people from an ivory tower.