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Ian Fillmore's avatar

The key question is whether AI reduces transaction costs more in the market or within the firm. My guess (and it’s only a guess) is within the firm. Large organizations have trouble understanding what is going on within the organization. The activities of the organization are opaque to its leaders. Principal-agent problems abound. The organization becomes sclerotic and unresponsive. This is the classic complaint about bureaucracy.

But bureaucracy is actually a technology to deal with the very real problem of coordinating activity across multiple agents in an organization. It does experience diseconomies of scale however, which limits the efficient size of firms. I suspect AI will greatly lower the costs of bureaucracy by making the organization more legible to its leaders. This will allow firms to expand in size, scope, and complexity. (Of course, on the margin they’ll be just as dysfunctional as they are now, but the margin will have moved out considerably.)

It is a separate question how many of the agents in these larger firms will be AI and how many will be human. There will be a mix, with tasks assigned based on comparative advantage (not absolute advantage!). Exactly what that mix will be, and how it will vary across industries, is anyone’s guess. I think we just don’t know right now where human and AI comparative advantages will fall.

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Sean Murphy's avatar

Your substack and Gioia's are two of only a handful that I pay for (I subscribe and read a lot of the free versions of others). I have found him insightful but sometimes wrong on the merits as he appears to be here. I would encourage you to invite him onto a live event similar to what you did with Lyman Stone https://www.youtube.com/watch?v=XLvnJGN0A9A I think it would be a very good conversation.

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