episode
stringlengths
45
100
text
stringlengths
1
528
timestamp_link
stringlengths
56
56
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
interesting difference with an overlap that some, I'm sure this is a machine learning
https://karpathy.ai/lexicap/0322-large.html#00:50:56.400
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
problem that's solvable.
https://karpathy.ai/lexicap/0322-large.html#00:51:01.280
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like this person is very likely to be not only there to be chemistry in the short term,
https://karpathy.ai/lexicap/0322-large.html#00:51:03.520
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
but a good lifelong partner to grow together.
https://karpathy.ai/lexicap/0322-large.html#00:51:10.560
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
I bet you it's a good machine learning problem.
https://karpathy.ai/lexicap/0322-large.html#00:51:13.920
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
You just need the data.
https://karpathy.ai/lexicap/0322-large.html#00:51:15.600
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Let's do it.
https://karpathy.ai/lexicap/0322-large.html#00:51:16.480
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Well, actually, I do think there's so much data about each of us that there ought to
https://karpathy.ai/lexicap/0322-large.html#00:51:17.360
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
be a machine learning algorithm that can ingest all this data and basically say, I think the
https://karpathy.ai/lexicap/0322-large.html#00:51:22.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
following 10 people would be interesting connections for you, right?
https://karpathy.ai/lexicap/0322-large.html#00:51:26.320
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And so Smile dating app kind of took one particular angle, which is humor.
https://karpathy.ai/lexicap/0322-large.html#00:51:32.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It matches people based on their humor styles, which is one of the main ingredients of a
https://karpathy.ai/lexicap/0322-large.html#00:51:36.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
successful relationship.
https://karpathy.ai/lexicap/0322-large.html#00:51:41.920
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like if you meet somebody and they can make you laugh, like that's a good thing.
https://karpathy.ai/lexicap/0322-large.html#00:51:43.120
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And if you develop like internal jokes, like inside jokes and you're bantering, like that's
https://karpathy.ai/lexicap/0322-large.html#00:51:47.200
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
fun.
https://karpathy.ai/lexicap/0322-large.html#00:51:53.040
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
So I think.
https://karpathy.ai/lexicap/0322-large.html#00:51:54.320
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Yeah, definitely.
https://karpathy.ai/lexicap/0322-large.html#00:51:56.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Definitely.
https://karpathy.ai/lexicap/0322-large.html#00:51:57.520
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
But yeah, that's the number of and the rate of inside joke generation.
https://karpathy.ai/lexicap/0322-large.html#00:51:58.320
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
You could probably measure that and then optimize it over the first few days.
https://karpathy.ai/lexicap/0322-large.html#00:52:04.880
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
You could say, we're just turning this into a machine learning problem.
https://karpathy.ai/lexicap/0322-large.html#00:52:08.160
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
I love it.
https://karpathy.ai/lexicap/0322-large.html#00:52:11.360
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
But for somebody like you, who's exceptionally successful and busy, is there, is there signs
https://karpathy.ai/lexicap/0322-large.html#00:52:13.360
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
to that aspect of dating?
https://karpathy.ai/lexicap/0322-large.html#00:52:23.120
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Is it tricky?
https://karpathy.ai/lexicap/0322-large.html#00:52:24.880
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Is there advice you can give?
https://karpathy.ai/lexicap/0322-large.html#00:52:26.320
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Oh, my God, I give the worst advice.
https://karpathy.ai/lexicap/0322-large.html#00:52:27.600
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Well, I can tell you like I have a spreadsheet.
https://karpathy.ai/lexicap/0322-large.html#00:52:29.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Is that a good or a bad thing?
https://karpathy.ai/lexicap/0322-large.html#00:52:31.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Do you regret the spreadsheet?
https://karpathy.ai/lexicap/0322-large.html#00:52:34.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Well, I don't know.
https://karpathy.ai/lexicap/0322-large.html#00:52:37.040
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
What's the name of the spreadsheet?
https://karpathy.ai/lexicap/0322-large.html#00:52:38.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Is it love?
https://karpathy.ai/lexicap/0322-large.html#00:52:39.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It's the date track, dating tracker.
https://karpathy.ai/lexicap/0322-large.html#00:52:40.800
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Dating tracker.
https://karpathy.ai/lexicap/0322-large.html#00:52:42.880
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It's very like.
https://karpathy.ai/lexicap/0322-large.html#00:52:43.840
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Love tracker.
https://karpathy.ai/lexicap/0322-large.html#00:52:44.560
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Yeah.
https://karpathy.ai/lexicap/0322-large.html#00:52:45.280
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And there's a rating system, I'm sure.
https://karpathy.ai/lexicap/0322-large.html#00:52:46.320
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Yeah.
https://karpathy.ai/lexicap/0322-large.html#00:52:47.760
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
There's like weights and stuff.
https://karpathy.ai/lexicap/0322-large.html#00:52:48.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It's too close to home.
https://karpathy.ai/lexicap/0322-large.html#00:52:49.920
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Oh, is it?
https://karpathy.ai/lexicap/0322-large.html#00:52:51.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Do you also have.
https://karpathy.ai/lexicap/0322-large.html#00:52:52.000
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Well, I don't have a spreadsheet, but I would, now that you say it, it seems like a good
https://karpathy.ai/lexicap/0322-large.html#00:52:52.800
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
idea.
https://karpathy.ai/lexicap/0322-large.html#00:52:56.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Oh, no.
https://karpathy.ai/lexicap/0322-large.html#00:52:57.200
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Okay.
https://karpathy.ai/lexicap/0322-large.html#00:52:58.160
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Turning it into data.
https://karpathy.ai/lexicap/0322-large.html#00:52:58.720
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
I do wish that somebody else had a spreadsheet about me.
https://karpathy.ai/lexicap/0322-large.html#00:53:05.760
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
You know, if it was like, like I said, like you said, convert, collect a lot of data about
https://karpathy.ai/lexicap/0322-large.html#00:53:11.200
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
us in a way that's privacy preserving, that I own the data, I can control it and then
https://karpathy.ai/lexicap/0322-large.html#00:53:17.120
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
use that data to find, I mean, not just romantic love, but collaborators, friends, all that
https://karpathy.ai/lexicap/0322-large.html#00:53:21.840
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
kind of stuff.
https://karpathy.ai/lexicap/0322-large.html#00:53:28.400
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It seems like the data is there.
https://karpathy.ai/lexicap/0322-large.html#00:53:28.960
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Right.
https://karpathy.ai/lexicap/0322-large.html#00:53:30.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
That's the problem social networks are trying to solve, but I think they're doing a really
https://karpathy.ai/lexicap/0322-large.html#00:53:32.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
poor job.
https://karpathy.ai/lexicap/0322-large.html#00:53:35.280
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Even Facebook tried to get into a dating app business.
https://karpathy.ai/lexicap/0322-large.html#00:53:36.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And I think there's so many components to running a successful company that connects
https://karpathy.ai/lexicap/0322-large.html#00:53:39.600
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
human beings.
https://karpathy.ai/lexicap/0322-large.html#00:53:44.400
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And part of that is, you know, having engineers that care about the human side, right, as
https://karpathy.ai/lexicap/0322-large.html#00:53:45.360
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
you know, extremely well, it's not, it's not easy to find those.
https://karpathy.ai/lexicap/0322-large.html#00:53:53.920
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
But you also don't want just people that care about the human.
https://karpathy.ai/lexicap/0322-large.html#00:53:57.760
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
They also have to be good engineers.
https://karpathy.ai/lexicap/0322-large.html#00:54:00.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
So it's like, you have to find this beautiful mix.
https://karpathy.ai/lexicap/0322-large.html#00:54:02.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And for some reason, just empirically speaking, people have not done a good job of that, of
https://karpathy.ai/lexicap/0322-large.html#00:54:05.760
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
building companies like that.
https://karpathy.ai/lexicap/0322-large.html#00:54:12.560
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And it must mean that it's a difficult problem to solve.
https://karpathy.ai/lexicap/0322-large.html#00:54:13.680
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Dating apps, it seems difficult.
https://karpathy.ai/lexicap/0322-large.html#00:54:17.040
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Okay, Cupid, Tinder, all those kinds of stuff.
https://karpathy.ai/lexicap/0322-large.html#00:54:19.920
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
They seem to find, of course they work, but they seem to not work as well as I would imagine
https://karpathy.ai/lexicap/0322-large.html#00:54:22.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
is possible.
https://karpathy.ai/lexicap/0322-large.html#00:54:32.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like, with data, wouldn't you be able to find better human connection?
https://karpathy.ai/lexicap/0322-large.html#00:54:32.880
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
It's like arranged marriages on steroids, essentially.
https://karpathy.ai/lexicap/0322-large.html#00:54:36.960
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Right, right.
https://karpathy.ai/lexicap/0322-large.html#00:54:39.520
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Arranged by machine learning algorithm.
https://karpathy.ai/lexicap/0322-large.html#00:54:40.480
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Arranged by machine learning algorithm, but not a superficial one.
https://karpathy.ai/lexicap/0322-large.html#00:54:42.560
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
I think a lot of the dating apps out there are just so superficial.
https://karpathy.ai/lexicap/0322-large.html#00:54:45.600
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
They're just matching on like high level criteria that aren't ingredients for successful partnership.
https://karpathy.ai/lexicap/0322-large.html#00:54:48.640
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
But you know what's missing, though, too?
https://karpathy.ai/lexicap/0322-large.html#00:54:55.680
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
I don't know how to fix that, the serendipity piece of it.
https://karpathy.ai/lexicap/0322-large.html#00:54:58.480
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like, how do you engineer serendipity?
https://karpathy.ai/lexicap/0322-large.html#00:55:01.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like this random, like, chance encounter, and then you fall in love with the person.
https://karpathy.ai/lexicap/0322-large.html#00:55:03.760
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like, I don't know how a dating app can do that.
https://karpathy.ai/lexicap/0322-large.html#00:55:07.680
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
So there has to be a little bit of randomness.
https://karpathy.ai/lexicap/0322-large.html#00:55:10.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Maybe every 10th match is just a, you know, yeah, somebody that the algorithm wouldn't
https://karpathy.ai/lexicap/0322-large.html#00:55:12.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
have necessarily recommended, but it allows for a little bit of...
https://karpathy.ai/lexicap/0322-large.html#00:55:21.680
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Well, it can also, you know, it can also trick you into thinking of serendipity by like somehow
https://karpathy.ai/lexicap/0322-large.html#00:55:25.840
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
showing you a tweet of a person that he thinks you'll match well with, but do it accidentally
https://karpathy.ai/lexicap/0322-large.html#00:55:33.440
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
as part of another search.
https://karpathy.ai/lexicap/0322-large.html#00:55:39.200
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Right.
https://karpathy.ai/lexicap/0322-large.html#00:55:40.560
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
And like you just notice it, like, and then you get, you go down a rabbit hole and you
https://karpathy.ai/lexicap/0322-large.html#00:55:41.040
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
connect them outside the app to like, you connect with this person outside the app somehow.
https://karpathy.ai/lexicap/0322-large.html#00:55:46.080
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
So it's just, it creates that moment of meeting.
https://karpathy.ai/lexicap/0322-large.html#00:55:51.360
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Of course, you have to think of, from an app perspective, how you can turn that into a
https://karpathy.ai/lexicap/0322-large.html#00:55:54.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
business.
https://karpathy.ai/lexicap/0322-large.html#00:55:57.600
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
But I think ultimately a business that helps people find love in any way.
https://karpathy.ai/lexicap/0322-large.html#00:55:58.240
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322
Like that's what Apple was about, create products that people love.
https://karpathy.ai/lexicap/0322-large.html#00:56:04.400