I have DSPD as well, and was pleasantly surprised to see how much of the article discussed DSPD.
That being said, I do think a lot of what the author is saying flies right in the face of traditional advice, esp. the suggestion that we should all just free-sleep and rotate around the clock. I personally find myself happiest when I'm entrained to the 24-hour cycle, but at my own natural offset. Whenever I've been cycling the day it's felt miserable, uncontrollable and exhausting.
To be fair, the author did claim that you can fully solve this by completely cutting out after-dark electronics, but I've tried pretty intensely to do exactly that for extended periods in the past, and didn't see any progress. I do sleep amazingly when camping, though, and the delay is lesser than normal (still definitely there).
No, that's what the headline implies, and the body of the article doesn't support at all. It's (currently, and with no indication of intent to change this) two separate branches of their business.
and if I was to guess, the latest generation of models (Claude Opus 4.6, GPT-5.3-codex, etc.) differ from Opus 4.5, GPT 5.2 primarily in the addition of deeper, more difficult (most likely agentic and coding-based, like Terminal Bench) tasks to their RLVR training.
I could be completely off, as my intuition here is fully based on public research papers, but it seems to explain the current state of things fairly well.
No, Python or units[1] is always a better choice if I'm near a computer (and I nearly always am these days, unfortunately, I suppose). I do have three wonderful slide rules, though.
Introducing a solid zero-knowledge age verification option is the opposite direction of ending anonymity in the Internet, which other parts of the same governments are also working on.
So yeah, I'll gladly trust and cheer on the part working in the right direction.
I'll just throw in support for gaming on Linux – it's pretty nice feeling these days! I still have the occasional (once every 5–8 months?) update cause a short-lived bug, but it's a very justifiable trade-off to avoid Windows these days.
This is written by someone who's not an AI researcher, working with tiny models on toy datasets. It's at the level of a motivated undergraduate student in their first NLP course, but not much more.
If one can easily reach parity with a motivated undergrad by leveraging LLMs I will still consider it impressive.
While the 5-minutes model will never be useful in itself it lays the groundwork for amateurs and small groups to getting into developing small models. There's at the moment another HN headline hyping up a tiny model that scores impressively at the arc-agi benchmarks so it's clearly not a dead end to explore what is "household-affordable" models.
Though an approach that doesn't lean on the authors $200/month OAI sub would've been more interesting to follow.
One sign would be occasionally changing course in response to overwhelming employee feedback. If that never or almost never happens, the feedback is being ignored, not taken constructively and not followed.
That being said, I do think a lot of what the author is saying flies right in the face of traditional advice, esp. the suggestion that we should all just free-sleep and rotate around the clock. I personally find myself happiest when I'm entrained to the 24-hour cycle, but at my own natural offset. Whenever I've been cycling the day it's felt miserable, uncontrollable and exhausting.
To be fair, the author did claim that you can fully solve this by completely cutting out after-dark electronics, but I've tried pretty intensely to do exactly that for extended periods in the past, and didn't see any progress. I do sleep amazingly when camping, though, and the delay is lesser than normal (still definitely there).
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