"Kant described a mechanism as a functional unity, in which the parts exist for one another in the performance of a particular function.
An organism, on the other hand, is a functional and structural unity in which the parts exist for and by means of one another in the expression of a particular nature.
This means that the parts of an organism – leaves, roots, flowers, limbs, eyes, heart, brain – are not made independently and then assembled, as in a machine, but arise as a result of interactions within the developing organism."
— Brian Goodwin, How the Leopard Changed His Spots
If we try to cross this lake by following only the stepping stones that lead toward our objective, we’ll soon get stuck. But what if we let go of our objectives? What if we focused on trying to find new stepping stones instead? This is novelty search. Instead of looking for something specific, you look for something new.
Novelty search isn’t just random, it’s chance plus memory. Together, these ingredients do something interesting.
...Stepping stones are also combinatorial. Each new stepping stone we discover expands our potential to find even more stepping stones. Collecting stepping stones is a luck maximization algorithm. By collecting and combining stepping stones, we might arrive at our destination by accident, or somewhere more interesting!
Join me. Grab whatever you’ve got. Open the bag. Pinch it on its crinkly edges and pull apart the seams. Now we’re in business: We have broken the seal. The inside of the bag is silver and shining, a marvel of engineering — strong and flexible and reflective, like an astronaut suit. Lean in, inhale that unmistakable bouquet: toasted corn, dopamine, America, grief! We are the first humans to see these chips since they left the factory who knows when. They have been waiting for us, embalmed in preservatives, like a pharaoh in his dark tomb.