"so today we have nadir bin ski he's a professor at Northeastern University working on various aspects of computational agents that exhibit human level intelligence please give Nate a warm welcome than..."

"and other sorts of maybe AI machine learning systems we want systems that are going to persist for a long period of time we want them robust to different conditions we want them learning over time and..."

"knowledge work on hard problems great I think there are folks who are in kind of that middle cognitive modeling realm and so I'll use this term a lot it's really understanding how humans think how hum..."

"act that way but by some definition of thinking we want the system to do what humans do or at least be able to make predictions about it so that might be things like what errors would the human make o..."

"the target so both moving along distance will take a while but also if you're aiming for a very small point that can take longer then if there's a large area that you just kind of have to get yourself..."

"they make they played a few games how would they adapt themselves or if we want to develop system that ended up being good at chess or at least learning to become better at chess my question is if you..."

"question asked is okay so we've gone from a methodology of science that we understand how to operate in we make a hypothesis we construct a study we gather our data we evaluate that data and we falsif..."

"building up to deliberate tasks that occur in the brain and tasks that are operating on the order of ten seconds some of these might occur in the psychology laboratory but probably a step up to and ou..."

"amount of memory short-term as well as long-term as well as other aspects of our computing infrastructure that are going to keep us from being able to arbitrarily solve complex problems as well as how..."

"the neuronal infrastructure that we have but if we got the software right we could implement it in the bits bytes Ram and processor that make up modern computers that's kind of the weakest way to look..."

"biological processes at a layer above there would be psychological modeling which is to say trying to build systems that are true in some sense to areas of the brain interactions in the brain and bein..."

"the on environment and actually forgive separately and silently on medical side we all know that we have cognitive town concession we get over and we can try that address accountant spicy alienating p..."

"state of the system and perform internal computations but also about external actuation and external might be a digital system a game AI but it might also be some sort of robotic actuation in real wor..."

"let's take Wikipedia and let's just stick it in the brain of the system there'll be more tasks in general but then also whatever it is that you're doing right now how should you proceed in that and th..."

"interested in it the main distribution is in Lisp but many people have used this and wanted to apply it to systems that need a little more processing power so there's the NRL has a Java port of it tha..."

"number that comes out which is 50 milliseconds which is to say in terms of responding to tasks if you're above that time humans will sense a delay and you don't want that to happen now if we're workin..."

"collective dance experiences allowing the depends to create an explorer movement while having fun the development of lumini has been a hundred exploration in our forms of theatre and dance as well as ..."

"so you can look a little bit at top left in terms of the pointers you're going to see some text commands being entered so what kind of attribute is blue we're gonna say it's a color and so that can ma..."

"before we get input in this perception called the input link rules are going to fire all in parallel and say here's everything I know about the situation here's all the things I could do decision proc..."

"multiple corpora so we said okay this seems like a reasonable mechanism let's look at implementing this efficiently in the architecture and the problem was this term right here said for every memory f..."

"being a fairly close approximation one that as compared to an accurate completely accurate search for the value ended up being somewhere between 15 to 20 times faster and so when we looked at our mobi..."

"so just to bring back why I went through this story was we had a problem we looked to our example of human level AI which is humans themselves we took an idea it turned out to be beneficial we found i..."

"build a brain really cool read download the software go through toriel's it's it's really great how can the human mind occur in the physical universe is one of the court akhtar books so it talks throu..."

"you do that's so true and I'm the first thing that comes to my mind are local search methods okay so one thing is you can actually implement heuristic search in rules in the system and that's actually..."

"pre-processing the the the sensory input or post-processing their draft but the other one that would be another way of combining two system and that's actually what's going on in the rosey system so t..."

"has there been any exploration of learning the forgetting process just doing something complicated or interesting with which parts to forget or not the closest I will say was kind of a metacognition p..."

"procedure by which if I have a set of preferences to make a very quick and clean decision so what's basically happened is you've pushed the hard questions of how to make complex decisions about action..."

"hard it's challenging it's ambitious to say that's the goal because for decades we haven't done it it's extraordinarily hard it it is less difficult in some ways to constrain it yourself down to a sin..."

"they were based their original inspirations were based off of human cognition and and because humans can't remember everything so were there any instances of the other way around where some discovery ..."