9 posts
The first piece said nobody had yet specified an AI flight recorder. It was wrong: three proposals were already public. The recorder is turning out to be the easy part. What is still missing is who holds the record, who may open it, and what it may be used for.
The Oireachtas heard last week that data centres now use nearly a quarter of Ireland's electricity. The debate runs in megawatts per site, and no small business can do anything with a megawatt. The number they need is how much energy one answer costs. I've been measuring that on my own machines, and the biggest lever wasn't the model.
Xiaomi has released the highest-scoring open-weight model anyone has measured, under the MIT licence, and almost nobody can run it. The weights are the least useful part of the release. The recipe, the graded environments and a 9B student model are the parts that fit on a desk.
A new study finds AI tutors match expert human tutors on GRE learning gains, one of them at a nine-hundredth of the cost. The result is real. The mechanism it reports — faster replies, more messages, more practice — is also the shape of an engagement loop, and we already know what fluent machines do to people's willingness to check.
The Titanic carried more lifeboats than the law required. The law had stopped counting at ten thousand tons. What followed was not a ban but a way of learning from accidents: a recorder, a duty to report, and an independent investigator. AI has two of the three on paper, none in force, and one of them built backwards.
Todd asked whether it's a mistake to sort a system like Claude.ai into intelligent or not-intelligent. It is — but not for the reason people usually give. A tour of the add-ons that make the thing you're talking to, and why the yes/no question can't even find its referent.
On growing minds rather than programming them, on software that fits like a handmade shoe, and on what a glowworm moving through space-time has to do with the question of what intelligence is for.
AI isn't just automating work — it's compressing the distance between intention and execution, activating latent ambitions, and shifting the real barrier upstream to judgment and taste.
Most developers use AI as a sophisticated clipboard. Here's what changes when you build the infrastructure to make it an actual collaborator.