Computationally Quotes & Sayings

It's a simple complex system. That's the technical name for it. Because it's simple, it's prone to cascades, and because it's complex, you can't predict what's going to fail. Or how. It's computationally impossible. — James S.A. Corey

The primary consequence of the computational nature of the universe is that the universe naturally generates complex systems, such as life. Although the basic laws of physics are comparatively simple in form, they give rise, because they are computationally universal, to systems of enormous complexity. — Seth Lloyd

The monks who taught me," Hugh explained. "They lived in a monastery in that valley, built between two great trees, trees as eternal as the monks themselves. Under one bower the monks sat to meditate. That tree was called the Tree of Enlightenment. Under the other, the monks drank their wine. That tree was called the Tree of Eternal Life. — James Rollins

Universities have failed in their function of the pursuit of academic excellence by having dumbed down classes and granting degrees to students who are just barely literate and computationally incompetent. — Walter E. Williams

It's also a reasonable scientific program to look at the dynamics of the standard model and to try to prove from that dynamics that it is computationally capable. — Seth Lloyd

It is perhaps a little humbling to discover that we as humans are in effect computationally no more capable than cellular automata with very simple rules. But the Principle of Computational Equivalence also implies that the same is ultimately true of our whole universe.
So while science has often made it seem that we as humans are somehow insignificant compared to the universe, the Principle of Computational Equivalence now shows that in a certain sense we are at the same level as it is. For the principle implies that what goes on inside us can ultimately achieve just the same level of computational sophistication as our whole universe. — Stephen Wolfram

Many new data scientists tend to rush past it to get their data into a minimally acceptable state, only to discover that the data has major quality issues after they apply their (potentially computationally intensive) algorithm and get a nonsense answer as output. — Sandy Ryza

We have a picture for how complexity arises, because if the universe is computationally capable, maybe we shouldn't be so surprised that things are so entirely out of control. — Seth Lloyd

Rocks are computationally equivalent to humans. — Stephen Wolfram

When your heart starts to feel full again. I love FREE refills, and if a restaurant tries to double charge me, I refuse to write a love poem on their Yelp page.
-Karen Quan and Jarod Kintz — Karen Quan

I always love some sci-fi and any type of post-apocalyptic world idea. — Zach McGowan

Nothing stands between man and his highest ideals and every desire of his heart, but doubt and fear. — Florence Scovel Shinn

It's the basic obstacle of artificial ecosystems. In a normal evolutionary environment, there's enough diversity to cushion the system when something catastrophic happens. That's nature. Catastrophic things happen all the time. But nothing we can build has the depth. One thing goes wrong, and there's only a few compensatory pathways that can step in. They get overstressed. Fall out of balance. When the next one fails, there are even fewer paths, and then they're more stressed. It's a simple complex system. That's the technical name for it. Because it's simple, it's prone to cascades, and because it's complex, you can't predict what's going to fail. Or how. It's computationally impossible." Holden — James S.A. Corey

Your nation needs you. Your world needs you. So, use your education to become endowed with muscles of iron and nerves of steel. — Abhijit Naskar

In reality, it is impossible to build such an agent because it is computationally intractable to perform the requisite calculations. Any attempt to do so succumbs to a combinatorial explosion just like the one described in our discussion of GOFAI. To see why this is so, consider one tiny subset of all possible worlds: those that consist of a single computer monitor floating in an endless vacuum. The monitor has 1, 000 x 1, 000 pixels, each of which is perpetually either on or off. Even this subset of possible worlds is enormously large: the 2(1,000 x 1,000) possible monitor states outnumber all the computations expected ever to take place in the observable universe. Thus, we could not even enumerate all the possible worlds in this tiny subset of all possible worlds, let alone perform more elaborate computations on each of them individually. — Nick Bostrom

When my father began to work with President John. F.Kennedy, we moved to Washington, D.C. I was fortunate in my pre-adolescent years, as my social and political consciousness was developing, to live at the epicentre of that dynamic, idealistic, and inspiring moment in U.S. political history, with its ethos of personal and civic responsibility, summed up so succinctly in his exhortation: "Ask not what your country can do for you, but ask what you can do for your country." — Queen Noor Of Jordan

It has been proven that the universe is computationally equivalent to my ego. — Stephen Wolfram

I don't believe in God ... I hope he doesn't hold that against me. — Rick Reynolds

Its true that we learn a lot from science about how we function but there's a danger in thinking knowledge of how we function is the full account of what we are. If you're a chemist who is really interested in the optical properties of certain pigments you could analyse the Mona Lisa and describe it completely but you would never have mentioned the face, which is the meaning of this thing. In that way a neuroscientist can put together an enormously impressively picture of the brain but he would not have described what goes on when we react to another person. — Roger Scruton