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the productivity gains from coding agents are not evenly distributed. they’re split along a k-shape: senior engineers are getting meaningfully more productive. junior engineers are, at best, treading water. at worst, they’re getting worse.
This is exactly what we should expect. You have to be experienced (as a coder, as a researcher, as a thinker) to discern hallucinations and fakery. Only experience will make that alarm bell ring in your head. Younger and less experienced coders/scholars/writers will uncritically accept whatever their preferred chatbot offers them, and that will all too often lead them into more and more profound errors.
If we remove phones without rebuilding the social architecture that once gave childhood meaning, agency, and joy, we risk leaving kids with less stimulation but not more formation.

TEXAS! (by Erin Newman-Mitchell)
How AI Swarms Are Disrupting Democracy: I’m wondering whether the emergence of these swarms will finally prompt people to ask whether social media platforms are appropriate sources of information. Probably not, but I’m grasping at straws here.
We’ve tried over Christian history, in all sorts of ways and contexts, to imitate other kinds of militancy. And my feeling about that is: well that worked, didn’t it! I want to ask: how does Christ change things? One thing I think you can be fairly sure about in the New Testament is that he doesn’t use the techniques of available power systems. ‘This is how the kings of the gentiles work.’ What we do in our militancy for the faith, that is our committed and courageous attempt to witness to what we’ve been given and make it available to others, we do by lives of holiness — which means an awful lot of hard work for the vast majority of us who are nowhere near that level and who resort to shortcuts all the time.
My endorsement of this — and of his comments on the demonic in political life — is absolute.
The funny thing about Matt Taibbi's summary of Samuel Moyn’s new book — “Old People Suck and We Should Take Their Stuff" — is that it's 100% accurate. That is precisely what Moyn argues.
Looking at a painting is a welcome respite from scanning a screen. In that sense, this exercise is reactive: I labor in the small cottage industry of attention that has sprouted up in the cracks of the massive complex of distraction all around us. A phenomenological turn often occurs at times of intensive mediation, but the point is not simply to have our perceptions mirrored back to us. T. J. Clark has put the aim nicely: “When I am in front of a picture the thing I most want is to enter the picture’s world: it is the possibility of doing so that makes pictures worth looking at for me.” To look at a painting is also to exit our world for a while, and then to return to it cast in a different — distant — light. The time travel is often wonderful, and almost free.
