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The danger, and you see it often in investing, is when people become too McNamara-like – so obsessed with data and so confident in their models that they leave no room for error or surprise. No room for things to be crazy, dumb, unexplainable, and to remain that way for a long time. Always asking, “Why is this happening?” and expecting there to be a rational answer. Or worse, always mistaking what happened for what you think should have happened. The ones who thrive long term are those who understand the real world is a neverending chain of absurdity, confusions, messy relationships, and imperfect people.

Does Not Compute

collabfund.com

Have we overshot the scale at which humans can effectively coordinate? Summary: We need Jim Rutt to join the conversation to discuss whether we have exceeded our ability to coordinate effectively. The slow progress of science and the population growth curve are related to this question. Sam Bowles and his work on behavioral engineering and the return of civil society are also important in this discussion. We are currently witnessing a clash between institutions and individuals, and something has to give. Transcript: Speaker 3 We need Jim Rutt on this conversation right because ultimately this is about have we actually overshot the scale at which we can effectively coordinate and all these studies like you Know this I know it's controversial but like the slowed canonical progress of science these kinds of questions they seem related in a way to the sigmoidal curve of population growth. Have we risen above a level at which intelligibility can actually happen and if so where was that level. I mean I remember you know Sam Bowles is another person who has been looming large for me over this whole conversation not only for his work on the problems of viewing humans as agents That can be governed through behavioral engineering via incentive but also because of the paper that he wrote with Wendy Carlin the article he wrote in Vox EU in 2020 on the battle for The COVID-19 narrative which talked about the return of the civil society you know meaning that the Mesoscopic world of guilds and church groups and sports clubs and pubs and neighborhood Organizations mutual aid networks and all of these other human scale sub-done bar number structures that we found ourselves suddenly very much in need of and yet were eroded by the Radical success of both state power and market power in every way it feels like we are in a kind of clash of the titans right now we're like you know we watch institutions going up against Large institutions and people are struggling to remain unpolverized underfoot. At some point something has to give right.

Paul Smaldino & C. Thi Nguyen on Problems With Value Metrics & Governance at Scale

COMPLEXITY: Physics of Life

Perspectives on Organizational Strategy & Coordination: Optimizing for Few Coherent Goals v.s. Many Incoherent Goals Transcript: Speaker 1 I think one of the things where the corporate world is actually much better at this than the academic world or the educational world, because their goal is profit. So it's very clear. It's much harder to say what the goal of an educational institution is. It feels like it should be obvious, but within the general goal of like we want to produce successful, well-rounded people, there's a lot of disagreement about what the goals are. And so shaping the institutional incentives around those goals becomes extremely difficult, because not only do we have to worry about perverse incentives, but we have to worry about Vigorous disagreement about the kinds of things that are valued in the first place. And I think exactly what you're talking about, T, is something that if you went to a bunch of university administrators, let's say, or medical school administrators or doctors, and You said, what is the point to what you're doing? Is it to produce wise, well-rounded people? Is it to minimize costs to insurance companies? Is it to increase donor contributions? What is it? And there are all these competing goals. And so there's this constant infighting about among different people who have different versions of what the best version of their institution is, and it's so difficult to articulate What that is. Speaker 2 I wonder if we're in different sides of this, because are you like worried about the hardness of it? It sounds like you think it's a problem that it's hard to come to agreement and articulate a goal, where I actually prefer the university that disagrees, has many incuit and plural goals, And worry that when it articulates an outcome clearly and starts orienting around that outcome, that's when it starts shedding a lot of what was good about the kind of pluralistic more. So let me just give you this is like from my life, right? So a university I've been employed at has started moving toward orienting everything around student success, where student success is defined as graduation rate, graduation speed, Salary after graduation. When you define that outcome, it becomes really easy to target, and the people that are targeting it, as you say, the people that target it well tend to rise, people that are willing to Go all in on targeting that stuff instead of caring about all the other weird shit that education might be for, tend to have better recordable outcomes and tend to rise in the university Structure. So I actually am happier for something as complicated with education, in which different groups have different conceptions of values about what they're doing, and we don't actually Try to settle it, and we don't hold them all to a high articulability constraint, because I think the business school and the CS department have more easily articulable outcomes than The creative writing department, art history department. A lot of the stuff that I'm writing right now is about like this defense of the inarticulable. Speaker 1 It's a hard question to answer because I think that there are multiple levels of organization going on here. There's like a top administrator level, because these institutions tend to be pretty hierarchical. I think at the top of the hierarchy, there has to be some sort of reasonably well-defined goal, even if it doesn't specify what every individual component of the organization or institution Would do it. And I think that that trickles down to those levels though, and creates incentives. Regardless of whether or not it's a good thing, I think there has to be some sort of coherence at the very top level, even if it doesn't dictate what each individual component is doing.

Paul Smaldino & C. Thi Nguyen on Problems With Value Metrics & Governance at Scale

COMPLEXITY: Physics of Life

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