Read about (un)reliability

Read about (un)reliability
My bread and butter

I am collecting books of different sorts on the topics related (in my humble opinion) to (un)reliability of complex systems, outcomes of that, and ways to work with it. Some of them I did even read (in cursive), most of them are non-fiction books totally approachable by anyone interested on the topic. List is in progress so if you have a book recommendation, just shoot me an email or add me on LinkedIn.

On Complexity, Systems, and Chaos

  • Chaos: Making a New Science by James Gleick
  • Thinking in Systems: A Primer by Donella Meadows
  • Complexity: A Guided Tour by Melanie Mitchell
  • The Rules of Contagion: Why Things Spread—and Why They Stop by Adam Kucharski
  • Weak Links: The Universal Key to the Stability of Networks and Complex Systems by Péter Csermely
  • Sync by Steven Strogatz
  • Structures: Or Why Things Don't Fall Down by J. E. Gordon
  • Shape: The Hidden Geometry of Information, Biology, Strategy, Democracy, and Everything Else by Jordan Ellenberg
  • The Complexity of Cooperation by Robert Axelrod
  • The Self-Assembling Brain: How Neural Networks Grow Smarter by Peter Robin Hiesinger
  • The Information: A History, A Theory, A Flood by James Gleick
  • A Thousand Brains: A New Theory of Intelligence by Jeff Hawkins

AI, Ethics, and Fairness

  • Human Compatible: AI and the Problem of Control by Stuart Russell
  • The Alignment Problem by Brian Christian
  • Invisible Women: Exposing Data Bias in a World Designed for Men by Caroline Criado-Perez
  • Bad Data: How Governments, Politicians and the Rest of Us Get Misled by Numbers by Georgina Sturge
  • Weapons of Math Destruction by Cathy O'Neil
  • Superforecasting: The Art and Science of Prediction by Dan Gardner and Philip E. Tetlock
  • Common Sense, the Turing Test, and the Quest for Real AI by Hector Levesque
  • Automation and the Future of Work by Aaron Benanav
  • Calling Bullshit: The Art of Skepticism in a Data-Driven World by Carl T. Bergstrom, Jevin D. West
  • The Chaos Machine: The Inside Story of How Social Media Rewired Our Minds and Our World by Max Fisher
  • Game Changer: AlphaZero's Groundbreaking Chess Strategies and the Promise of AI by Matthew Sadler and Natasha Regan
  • The Road to Reality by Roger Penrose
  • Data and Reality by William Kent
  • Unpredictable World by Erik Stolterman and Harold G. Nelson
  • The Design Way: Intentional Change in an Unpredictable World by Erik Stolterman and Harold G. Nelson

Decision-Making, Algorithms, and Human Choices

  • Rationality: From AI to Zombies by Eliezer Yudkowsky
  • Thinking, Fast and Slow by Daniel Kahneman
  • You're about to make a terrible mistake : how biases distort decision-making--and what you can do to fight them by Olivier Sibony
  • Algorithms to Live By: The Computer Science of Human Decisions by Brian Christian
  • Infinite Powers: How Calculus Reveals the Secrets of the Universe by Steven Strogatz
  • The Book of Why by Dana Mackenzie and Judea Pearl
  • The Sciences of the Artificial by Herbert A. Simon
  • Beyond Measure: The Hidden History of Measurement by James Vincent
  • Human Error by James Reason
  • Quest for Computable Knowledge by Stephen Wolfram