Intuition Pumps And Other Tools for Thinking

Every increment of design in the universe begins with a moment of serendipity, the undesigned intersection of two trajectories yielding something that turns out, retrospectively, to be more than a mere collision.

Figuring out what to credit and what to blame is one of the knottiest problems in AI, and it is also a problem faced by natural selection.

It turns out that all the “magic” of cognition depends, just as life itself does, on cycles within cycles of recurrent, “re-entrant,” reflexive information-transformation processes ranging from the nano-scale biochemical cycles within each neuron, through the generate-and-test cycles of predictive coding in the perceptual systems (see Clark, 2013,

The molecular biologist Sidney Brenner recently invented a delicious play on Occam’s Razor, introducing the new term Occam’s Broom, to describe the process in which inconvenient facts are whisked under the rug by intellectually dishonest champions of one theory or another. This is our first boom crutch, an anti-thinking tool, and you should keep yo

What is all this noise for? It’s not for anything; it’s just there so that every other process has that noise as a potential source of signal, as something that it might turn, by the alchemy of the creative algorithm, into function, into art, into meaning.

There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions.

Attributed to William of Ockham (or Occam), the fourteenth-century logician and philosopher, this thinking tool is actually a much older rule of thumb. A Latin name for it is lex parsimoniae, the law of parsimony. It is usually put into English as the maxim “Do not multiply entities beyond necessity.” The idea is straightforward: don’t concoct a co

informational states that are about its other internal states. Further self-monitoring allows a zimbo to have and use information about those very self-monitoring states, and so on, indefinitely. A zimbo, in other words, is equipped with recursive self-representation—unconscious recursive self-representation, if that makes any sense.

How to compose a successful critical commentary: 1. You should attempt to re-express your target’s position so clearly, vividly, and fairly that your target says, “Thanks, I wish I’d thought of putting it that way.” 2. You should list any points of agreement (especially if they are not matters of general or widespread agreement). 3. You should ment