I think Lenat is headed in the right direction, but someone needs to include a knowledge base about learning.

This is a tricky domain because, unlike simple arithmetic, to solve a calculus problem - and in particular to perform integration - you have to be smart about which integration technique should be used: integration by partial fractions, integration by parts, and so on.

If you just have a single problem to solve, then fine, go ahead and use a neural network. But if you want to do science and understand how to choose architectures, or how to go to a new problem, you have to understand what different architectures can and cannot do.

There was a failure to recognize the deep problems in AI; for instance, those captured in Blocks World. The people building physical robots learned nothing.

There are three basic approaches to AI: Case-based, rule-based, and connectionist reasoning.

We wanted to solve robot problems and needed some vision, action, reasoning, planning, and so forth. We even used some structural learning, such as was being explored by Patrick Winston.

Once when I was standing at the base, they started rotating the set and a big, heavy wrench fell down from the 12 o'clock position of the set, and got buried in the ground a few feet from me. I could have been killed!

In general we are least aware of what our minds do best.

I heard that the same thing occurred in a scene in Alien, where the creature pops out of the chest of a crewman. The other actors didn't know what was to happen; the director wanted to get true surprise.

By the way, it was his simulations that helped out in Jurassic Park - without them, there would have been only a few dinosaurs. Based on his techniques, Industrial Light and Magic could make whole herds of dinosaurs race across the screen.

The basic idea in case-based, or CBR, is that the program has stored problems and solutions. Then, when a new problem comes up, the program tries to find a similar problem in its database by finding analogous aspects between the problems.

No computer has ever been designed that is ever aware of what it's doing; but most of the time, we aren't either.

When David Marr at MIT moved into computer vision, he generated a lot of excitement, but he hit up against the problem of knowledge representation; he had no good representations for knowledge in his vision systems.

You don't understand anything until you learn it more than one way.

I think Lenat is headed in the right direction, but someone needs to include a knowledge base about learning.

Around 1967 Dan Bobrow wrote a program to do algebra problems based on symbols rather than numbers.

Societies need rules that make no sense for individuals. For example, it makes no difference whether a single car drives on the left or on the right. But it makes all the difference when there are many cars!

Kubrick's vision seemed to be that humans are doomed, whereas Clarke's is that humans are moving on to a better stage of evolution.

Stanley Kubrick knew we had good graphics around MIT and came to my lab to find out how to do it. We had some really good stuff. I was very impressed with Kubrick; he knew all the graphics work I had ever heard of, and probably more.

I believed in realism, as summarized by John McCarthy's comment to the effect that if we worked really hard, we'd have an intelligent system in from four to four hundred years.

Artificial intelligence is the science of making machines do things that would require intelligence if done by men.

I want to thank all the fans for their support over the years. Keep supporting the Knicks, we're moving in the right direction here and we will be exciting to watch and competing against the best in the NBA. Come back to the Garden for those exciting games.

Then I decided I couldn't just crawl in the corner and die, so I started putting pen to paper and wrote some songs. I had no idea what for or who I was going to work with. I tried to find my way and direction.

The laws were not made so much for the direction of good men, as to circumscribe the bad.

The mind moves in the direction of our currently dominant thoughts.

Life is an operation which is done in a forward direction. One lives toward the future, because to live consists inexorably in doing, in each individual life making itself.

On one hand, to be able to go from one direction in the sky to study such an object to another direction to study another object, and on the other hand to be able to maintain accurately the position in space.

The more one listens to ordinary conversations the more apparent it becomes that the reasoning faculties of the brain take little part in the direction of the vocal organs.

Backward is just not a natural direction for Americans to look - historical ignorance remains a national characteristic.

I have thought about Happy Days made into a movie. As far as the original cast not being a part of it, wow, I don't know who could be who!I just don't see it going in that direction. I can see the original cast doing the movie very easily though.

But I try not to become preoccupied with that because with whatever direction I follow, with whatever advice I've followed or not followed, It's landed me in New York, in a very beautiful hotel, talking to people about something that I love. So I ain't that far off.

No one could understand the bond between me and my brother. I struggled to understand the forces that drove his soul in one direction and mine in another.

I am always more interested in performance and character depiction, and my direction says as much.

You've got to think about big things while you're doing small things, so that all the small things go in the right direction.

People, like sheep, tend to follow a leader - occasionally in the right direction.

The general knowledge of time on the island depends, curiously enough, on the direction of the wind.

I didn't know Albert back then - I just learned to play that way. He and I were the only guys that played left-handed. Then left-handed people came from every direction.

As the unity of the modern world becomes increasingly a technological rather than a social affair, the techniques of the arts provide the most valuable means of insight into the real direction of our own collective purposes.

In group lesson number six I think we learned how to turn backwards and then just kind of wiggle. That wasn't really skating backward, but I guess I was going in the right direction.

I think it was probably down to the fact that we weren't together personally as a band. We weren't pulling in the same direction. I always feel if you're having a good time in the studio it actually comes across on the tape and that was a bit of a miserable album for us.

It takes little talent to see what lies under one's nose, a good deal to know in what direction to point that organ.

I mean, George Bush is a man of prayer. He talks to the lord. He tries to get his direction from the lord.

Children in a family are like flowers in a bouquet: there's always one determined to face in an opposite direction from the way the arranger desires.

Give immediate instruction to all your posts in said territory, under your direction, at no time and on no pretence to hoist, or suffer be hoisted, the English flag.

If you cry 'forward', you must without fail make plain in what direction to go.

There are a lot of times that if a detail in a scene or a beat, feels unnatural, they'll allow me to explore another direction to go until we're all comfortable with what we are doing.

It's better to hang out with people better than you. Pick out associates whose behavior is better than yours and you'll drift in that direction.

Things went in a direction that I didn't want to go. I started doing bit parts and things that are pretty much laid out for people in my position. The parts were pretty generic.

There is no great sport in having bullets flying about one in every direction, but I find they have less horror when among them than when in anticipation.