100 Books Like The Second Machine Age

I specifically recall the scene in which a mind-uploaded character is being subjected to interesting psychological experiments, such as having his neural processing slowed, sped up, and even completely halted without feeling any awareness of those changes.

This book is a fascinating philosophical deep dive into the relationship between functionalism and consciousness. The other thing I was personally drawn to was the story’s use of cellular automata and artificial life since these areas of computer science have been passions of mine even longer than mind uploading.

Why is it that looking at the past, reading our history, studying ancient ruins, makes me feel better about facing today’s world?

I think about connection, a feeling that, despite having lived hundreds or thousands of years ago, there are still shared goals and commonalities between myself and them. 

Harari is one of those rare authors who can distill enormous amounts of information into a single sentence and hold your attention at the same time. Early in the book, Harari explains that as humans evolved to walk upright, the narrowing of the pelvis and hips made childbirth more treacherous. His line for this: “Women paid extra.” As a mother myself, when I read that line, it felt so modern, so lived-in, like the same line could describe my own feelings today.

Books like Sapiens aren’t really about the biology of humans, but about finding our humanity within a scientific exploration.… show more.

I’ve always wondered why history turned out the way it did—why some societies enjoy wealth and security and others live in dire poverty. I didn’t know that where we physically live on the planet had such a critical impact on our societies until I read this book. This is literally the history of the world going back to before the Neolithic Revolution. 

The environments we take for granted—for example, whether there are domesticateable large mammals in our midst or whether there is coal near the surface of the ground—have incredible consequences for the inequalities in the world today. I was blown away by reading this book, which explained the world as we know it to me.

This is perhaps the best-known book on innovation inside large companies. When discussing technological change, people have mentioned it to me more than any other book—by a large margin! It includes examples from industries ranging from hard disks to excavators and even offers an earlier look at the prospects for electric vehicles.

It is especially interesting to see how past success can lead to complacency that hinders sustained growth and financial health. In the process, Christensen underscores how important it is for companies to continue innovating within—even when business is going well and even when acquisitions seem alluring and less difficult. This is a must-read because it establishes foundational knowledge on the importance of continued investment to sustain success.

This book helped me understand why advances in artificial intelligence are going to have a big impact on productivity and economic growth. I loved the analogies to old technologies like electrification of factories, and newer examples like how Team New Zealand used simulations to change racing tactics and boat design.

The book has an important, big idea at its heart. That idea is that AI helps organizations make better predications, and those better predictions allow organizations to be fundamentally redesigned to take advantage of this. This is where the AI productivity revolution comes from.

This book by Steven Blank is a bible for anyone trying to understand how to build lean startups. The classic mistake that most entrepreneurs make is to go build a product soon after they develop a hypothesis about what customers want. By building products before customer discovery (i.e. verify customer needs and a scalable sales model), many products miss the mark and fail. The book explains how a lean start-up can figure out what customers want before proceeding to build products. This emphasis on a customer-centered approach rather than a product-centered approach can be the difference when it comes to finding product-market fit. A must-read for any founder!

This book provides an excellent description of the various kinds of machine learning approaches and asks the question of whether there will be a Master Algorithm, one single (universal) algorithm that learns all kinds of tasks from data. The author, Pedro Domingos, introduces the different approaches to building intelligence and the research tribes exploring them – Symbolists (with its foundations in Philosophy and Logic), Connectionists (foundations in Neuro/Cognitive Science), Evolutionaries (foundations in Evolutionary Biology), Bayesians (statistical foundations), and Analogizers (Psychology). He also introduces some of his own ideas on what the master machine learning algorithm might look like. It’s a really useful primer for those who are not deeply immersed in machine learning but it’s written for readers with at least a basic engineering and computer science background.

This book is one of the nuttiest I’ve read in its imaginings of a modern world on steroids. The part that teases most is that its predictions might come true.

I know our smartphones and laptops have changed our world, but cures that would extend longevity ad infinitum? Neural interfaces that would connect us directly to the internet? Nanobots that would reduce the cost of goods to zero?

Because the topic of modernity has come to engross me so, the big question always is, “How far will it carry us?” The answer to which (according to Kurzweil) is much farther than you can possibly imagine and much sooner than you think. One should have one’s mind blown every couple of years, and Kurzweil does exactly that.

I absolutely love Nick Bostrom's book because it dives deep into the fascinating yet daunting future of artificial intelligence, a topic that resonates with my own work. Bostrom's exploration of how superintelligent AI could emerge and the profound risks it poses is both thought-provoking and essential reading for anyone curious about technology's trajectory.

His insights on the challenges of control and alignment really struck a chord with me, as they highlight the importance of designing AI systems that prioritize human values. This book not only raises critical questions but also inspires a sense of urgency to navigate the future responsibly, making it a personal favorite and a vital resource for anyone interested in the intersection of AI and ethics.

A wakeup call for many. Martin made the case of how tech is accelerating and impacting work, bringing the threat of massive unemployment to the public scene, and insisting that it’s not only blue-collar jobs that are concerned.

Critics noted a narrow stance that fails to account for factors like shifting demographics and trends like gigging. And massive unemployment has not yet materialized, though to his defense less than a decade has passed since. The only remedy from Martin – Universal Basic Income – is not a miracle solution applicable worldwide.

The book’s focus is more on convincing audiences of the upcoming problems than working on solutions. Setting aside these critics, Rise of the Robots remains an undeniable classic for anyone curious about tech’s impact on work.