Guillaume Verdon

And so to me, I think that yes, we're seeing a tendency towards centralization of AI, but I think there's going to be a correction over time where intelligence is going to go closer to the perception and we're going to break up AI into smaller subsystems that communicate with one another and form a sort of meta system.

centralized locus of control, yeah.

centralized locus of control, yeah.

centralized locus of control, yeah.

Yeah.

Yeah.

Yeah.

Yeah, just like, you know, in a company, you may have, like, two units working on similar technology and competing with one another, and you prune the one that performs not as well, right? And that's a sort of selection process for a tree, or a product gets killed, right? And then a whole org gets...

Yeah, just like, you know, in a company, you may have, like, two units working on similar technology and competing with one another, and you prune the one that performs not as well, right? And that's a sort of selection process for a tree, or a product gets killed, right? And then a whole org gets...

Yeah, just like, you know, in a company, you may have, like, two units working on similar technology and competing with one another, and you prune the one that performs not as well, right? And that's a sort of selection process for a tree, or a product gets killed, right? And then a whole org gets...

And that's this process of trying new things and shedding old things that didn't work is what gives us adaptability and helps us converge on the technologies and things to do that are most good.

And that's this process of trying new things and shedding old things that didn't work is what gives us adaptability and helps us converge on the technologies and things to do that are most good.

And that's this process of trying new things and shedding old things that didn't work is what gives us adaptability and helps us converge on the technologies and things to do that are most good.

I mean, that's been the case so far, right? We have OpenAI, we have Anthropic, now we have XAI. We had Meta even for open source, and now we have Mistral, which is highly competitive. And so that's the beauty of capitalism. You don't have to trust any one party too much because... we're kind of always hedging our bets at every level. There's always competition.

I mean, that's been the case so far, right? We have OpenAI, we have Anthropic, now we have XAI. We had Meta even for open source, and now we have Mistral, which is highly competitive. And so that's the beauty of capitalism. You don't have to trust any one party too much because... we're kind of always hedging our bets at every level. There's always competition.

I mean, that's been the case so far, right? We have OpenAI, we have Anthropic, now we have XAI. We had Meta even for open source, and now we have Mistral, which is highly competitive. And so that's the beauty of capitalism. You don't have to trust any one party too much because... we're kind of always hedging our bets at every level. There's always competition.

And that's the most beautiful thing to me, at least, is that the whole system is always shifting and always adapting. And maintaining that dynamism is how we avoid tyranny, right? Making sure that

And that's the most beautiful thing to me, at least, is that the whole system is always shifting and always adapting. And maintaining that dynamism is how we avoid tyranny, right? Making sure that

And that's the most beautiful thing to me, at least, is that the whole system is always shifting and always adapting. And maintaining that dynamism is how we avoid tyranny, right? Making sure that

Everyone has access to these tools, to these models and can contribute to the research, avoids a sort of neural tyranny where very few people have control over AI for the world and use it to oppress those around them.