So either your analysis is correct or the scientists begging and pleading with people to finally acknowledge what they've been saying since 2023 are correct. I know where I'll be putting my money!
Pretty sure the implicit difference is the actions they take after the fact. As in, "how many guardrail hits do we allow you before permanently banning you."
The silicon valley ethos is "ban early and often, and invest nothing in appeals systems", so any gate before that helps!
Great article, though if the author ever reads this: please choose "artificial", next time! It's already the first half of AI. If I'm bound to be an irrelevant spec in an irrelevant backwater of an irrelevant galaxy in the moments between abiogenesis and abioterminus, I can at least hope to make one obvious adjective a "thing".
That one Anthropic engineer made "vibecoding" happen overnight, so I write this with full confidence that they have magical influence over the ever-forming neologisms.
One small correction: Andrej Karpathy coined the term "vibe coding" in February 2025, a year after leaving OpenAI for the second time. He joined Anthropic in May 2026.
This is still a great paper, but it's missing the second axis of the quadric -- if the only two options are thinking fast or thinking about thinking, that leaves no room for thinking slow yet deliberately, AKA selfconsciousness. See https://www.gutenberg.org/cache/epub/4280/pg4280-images.html for details
I do wonder if any of these folks ever got a chance to try this at one of the big labs, tho...
Yeah this site has a severe issue of some kind that I don't think I've ever seen before. NGL, I'm pretty impressed! It takes so much compute that scrolling lags, which feels very, very strange
Wow, this post makes me anxious about getting a job. This whole process is so blatantly terrible... Not OP's fault, to be clear. Though asking a rhetorical "is that ok?" isn't exactly nice!
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