Surely this is realistic now (or soon) in the form of LLM curation. A few auto-librarians reading everything, looking at different versions side by side, making choices, etc.
Hmm. I also recently got a subscription to the NYT. I noticed they sent me a lot of email so I just filtered it with the click of a couple buttons. It's obnoxious but in the minor way that having to click a couple buttons one time is.
The paper says the professors have a median of 200 comparisons each. It also says they only used 2 models because using more models would require more comparisons and they selected Google models because Google was branded/advertised as being education focused. When you see other models show up elsewhere, that's because they extended the main idea to other models but using LLMs to judge instead of human professors.
I don't understand the "deathbed" perspective. Are you going to wish you made more hackernews comments on your deathbed? Probably not. Does this mean you should stop using hackernews?
If you optimized for minimizing deathbed regret perhaps you'd regret that on your deathbed!
If I have cogent thoughts on my deathbed I expect they'll be along the lines of "I wish I wasn't dying" and not regretting the many ways I enjoyed my time on Earth (which includes vibe coding apps nobody uses).
This just says 60% of systems, but not the frequency for those systems. They were evaluating 20 systems, so for 12 systems there were mistakes in the prescriptions, but there isn't information about how common those mistakes were and it's hard to judge relative to a human system.
Think of it as paying for tokens. The tokens you could buy 3 years ago are better and two orders of magnitude cheaper today. If that happens again over the next 3 years then the tokens you can buy today to do a job for 20k will cost 200.
This isn't optimistic in my opinion. It's not even fully realistic because Gemma 4, which you can run on local hardware, is even better and another few orders of magnitude cheaper. A 20k job today might a few dollars in a few years.
3 years ago the best model was DaVinci. It cost 3 cents per 1k tokens (in and out the same price). Today, GPT-5.4 Nano is much better than DaVinci was and it costs 0.02 cents in and .125 cents out per 1k tokens.
In other words, a significantly better model is also 1-2 orders of magnitude cheaper. You can cut it in half by doing batch. You could cut it another order of magnitude by running something like Gemma 4 on cloud hardware, or even more on local hardware.
If this trend continues another 3 years, what costs 20k today might cost $100.
The difference is you can appeal or ignore a game result. If Ukraine lost a strategy game tournament, would they give up their territory? Or fight to hold it still?
This seems like the kind of foolishness it takes a lot of money to believe. Anthropic blew up their contract with the Pentagon over concerns on lethal autonomous weapons and mass domestic surveillance. OpenAI rushes in to do what Anthropic wouldn't.
If you think that means your company isn't going to be involved in lethal autonomous weapons and mass domestic surveillance... I don't really know what to tell you. I doubt you really believe that. Obviously you will be involved in that and you are effectively working on those projects now.
"Uh, excuse me. This ad for a payday loan company says the vast majority of households can't afford this thing that most households with children do, in fact, afford and pay for. Which figures do you dispute?"
Concluding something farcical and then asking people to debate it is silly and a waste of time. 400k is an extremely high household income. Childcare is a common expense for families with children. The claim that only extremely high income people can afford a common expense is wrong on its face and needs no further analysis.
If someone is dying of colorectal cancer, trying to get them to worry about their credit score is not only not helpful, it's actively harmful. Messing up your credit for a few years is in the category of "inconvenience" and it's not the kind of thing that you need to worry about when surviving cancer.
Nonsense. There are many ways to get free or reduced price medical care in the US, especially if you are poor. Your doctor will have resources to help you if needed.
You can also rack up huge medical debt and then not pay it. The hospital will sell your debt to bill collectors who will call you for a while, and eventually sue you. At that point you can offer to settle for pennies on the dollar, or you might lose the lawsuit and have to declare bankruptcy which would mean you have negative credit for a few years.
Obviously it will be a difficult time, and hopefully you have something else, but they won't just let you die because you can't afford it.