📚 Quinn's Highlights

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A batch of the best highlights from what Quinn's read, .

Perspective on Managing Different Projects: Cultivating a Garden v.s. Hacking Away in a Mine Summary: A friend suggested thinking of my projects as a garden, where some ideas will flourish while others won't. It's less predictable but more enjoyable than physically laboring in the mines. Transcript: Speaker 1 I remember one point when I was pretty stressed out, and I was saying to my wife, oh my gosh, I've got all these different projects, and I have to work on this one, and I have to work on that One. I have to go to work in the mines. I have to go chip away at this project. And it might work out, it might not work out. And she said to me, you should think of all your projects as more of a gartan. You're planting lots of ideas. Some of them will come up, some of them won't. That's a little unpredictable. But you should think of it that way rather than going down with your hard hat and your pick and toiling away in the pit to find the seam of truth.

Glen Weyl & Cris Moore on Plurality, Governance, and Decentralized Society

COMPLEXITY: Physics of Life

Explore v.s. Exploit: Finding Solutions Quickly Can Get You Stuck in a Local Optimum Transcript: Speaker 1 So when I started doing the work in AI, one of the really, very, very general ideas that comes across again and again in computer science is this idea of the explore, exploit trade on. And the idea is that you can't get a system that is simultaneously going to optimize for actually being able to do things effectively. That's the exploit part. And being able to figure out, search through all the possibilities. So let me try to describe it this way. I guess we're a podcast. So you're going to have to imagine this usually I wave my arms around a lot here. So imagine that you have some problem you want to solve or some hypothesis that you want to discover. And you can think about it as if there's a big box full of all the possible hypotheses and all the possible solutions to your problem or possible policies that you could have, for instance, Your reinforcement learning context. And now you're in a particular space in that box. That's what you know now. That's the hypotheses you have now. That's the policies you have now. Now what you want to do is get somewhere else. You want to be able to find a new idea, a new solution. And the question is how do you do that? And the idea is that there are actually two different kinds of strategies you could use. One of them is you could just search for solutions that are very similar to the ones you already have. And you could just make small changes in what you already think to accommodate new evidence or a new problem. And that has the advantage that you're going to be able to find a pretty good solution pretty quickly. But it has a disadvantage. And the disadvantage is that there might be a much better solution that's much further away in that high dimensional space. And any interesting space is going to be too large to just search completely systematically. You're always going to have to choose which kinds of possibilities you want to consider. So it could be that there's a really good solution, but it's much more different from where you currently are. And the trouble is that if you just do something like what's called hill climbing, you just look locally, you're likely to get stuck in what's called a local optimum.

Alison Gopnik on Child Development, Elderhood, Caregiving, and A.I.

COMPLEXITY: Physics of Life

"What Information Consumes Is Attention" and The Thermodynamics of Communication Summary: Herbert Simon's quote about information consuming attention is a crucial point to consider. Emails can be overwhelming, as there is a limit to the amount of time and attention we have. It is important not to solely rely on the internet as a copying machine, but to acknowledge the real material scarcities and limitations. While there is room for improvement, there are still real world limits to communication effectiveness. Transcript: Speaker 3 Herbert Simon's famous 1971 quote that what information consumes is attention feels like such a crucial point that I made it my email signature you know because like you said earlier Glenn that you know the value is really in in the relationships and there are differentially scalable qualities here I think a lot about the way and Doug Rushkoff and others have pointed Out that you can have at least you know indefinitely many emails a day but you only have so much time and attention to read them and that this is part of the argument for the importance of Not just following the sort of logic of the internet as a great copying machine off a cliff right where we're imagining an abundance that is nonetheless still founded in real material Scarcities you know like David Wolpert talks about you know the thermodynamics of communication and there being a theoretical limit to how effective that can be and while we still Have plenty of room you know orders of magnitude to improve on that you know that there are these real world limits that we're eventually going to bump up into

Glen Weyl & Cris Moore on Plurality, Governance, and Decentralized Society

COMPLEXITY: Physics of Life

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