the F the first of the problem I would like to show is is an interesting like Common Sense reasoning thing that all the previous type of of large language models didn't do that great which is uh about about physics and about physical objects and the in their relationship the problem the problem reads assuming the laws of physics on earth a small strawberry is put in a normal cup and a cup is placed up upside down on a table someone then takes the cup and puts it inside the mic microwave where is the strawberry and explain
the reasoning behind it it's it's a simple problem every human will know straight away what is the answer but but it's it's something that language models are are struggling a little bit and then we can we can see how this how does this model do it and we can also like a little bit have a glimpse on what is what is happening in the in in in the head of the model and we also get a pretty pretty nice answer of like you know what happened why it happen in this particular scenario the needed to
spend a little bit more time thinking about it and and analyzing what what did actually happened there it couldn't the model has a bit of a harder time thinking especially about like scenarios involving physical objects and then you you need a little more time thinking for that [Music]
