Got curious and ran a similar prompt with DeepSeek v4 Pro w/ OpenCode
No idea what's going on here but agent tested a bunch of stuff. Then I asked to build a wheel so I can run the command you noted above and it appears to pass
I really think y’all are underestimating the reality of living in rural Alaska. I wouldn’t take a job there unless I had literally no other livable options.
Except you'll have to spend way more than $100,000 to incentify US citizen from a city to move there and stay.
And they not gonna have the same near slave H1B conditions where changing their job is just impossible..
H1B workers in IT even have an option to find a new visa sponsor, but nobody needs foreign teacher with H1B in California or Texas or basically anywhere else.
I have to wonder if some kind of fly in fly out arrangement like is used for a lot of other jobs in undesirable locations would work. I've got a friend who's a nurse/paramedic in an indigenous community in the australian outback, and he works 6 weeks in the community with a per diem and company house, and then has 6 weeks to travel or live in Brisbane between stints. A school could do quarterly swaps of teachers, so there's a Q1/Q3 teacher and a Q2/Q4 teacher each working 9 weeks at a time.
"We only attempt to identify adverse impact based on self-reported racial information and do not impute data, noting that we do not have access to features like applicant name. 62.35% of all applicants in the data do not self-report race as belonging to one of the four racial groups we study."
I'll also note that the DeepSeek API seems to be really good at caching and their cached input price is more heavily discounted than most providers at $0.003625 (vs. $0.435 for input cache misses). So, it's hard to spend a lot of money fast with DeepSeek.
I was concerned I would need to do something specific in my dumb agent harness to make caching effective, since I'd read Anthropic's reason for forcing people to use Claude Code in order to use the rolling token usage limits on a subscription was because they could control cache behavior more effectively, but DeepSeek seems to be able to handle caching very effectively for raw API calls.
I don't quite understand the intent of such article other than to promote themselves given an odd timing that the company is planning on going public, so I can only conclude that this is just part of the IPO roadshow.
LLMs certainly have made significant changes to our lives, but I haven't yet to see any extraordinary improvement it brought to me which makes me skeptical about their claims.
_if_ it solves many of our problems of great magnitude, why haven't Anthropic used it to solve significant problems we, humans, face? Cancer, Alzheimer's, education, finding new materials, fission power plant, etc.
We can have a philosophical debate about work, the history of work and its relationship to human psychology in the 21st century but the bottom line is that there are 8+ billion people on the planet and, of those who are "working age", the vast majority of people, lacking meaningful capital, can only secure income by selling their time and labor.
There's absolutely no evidence that if we come up with a way to "reallocate human time" and change the structure of our civilization (using AI of course) tomorrow, the masses would benefit. There's plenty of evidence that the people who control AI or have the capital to employ it will use it to accumulate as much power and wealth for themselves as they can.
You’re just repeating old outdated bits of propaganda.
Also, nice that you’re estimating that there’s been no decline in population size over the past 3 years. At least you slipped a bit of truth out in an attempt to demonize them.
> the vast majority of people, lacking meaningful capital, can only secure income by selling their time and labor
It's just time and it's the only things humans value. The only way to provide value for another person is to use your time to do something faster than they could do it with their time. That's it. There is no other way to secure income outside of inheritance or charity which is just receiving something of value without giving something of value. There's a reason why most of the income goes to older people, because the younger people haven't accumulated that much time to exchange for money. The nice thing about time is that everyone earns it at the same rate, 1 second per second.
Capital can be a lot of things, not just machines and property. Any experience you have is capital, any training is capital, any education is capital. Capital is anything makes accomplishing things take less time.
The difference between socialism and capitalism is the idea that one person's time can have different value. That's really it.
Reallocating human time is also going to cause problems.
But it’s a great short term business opportunity for AI vendors and it was Anthropic who went all in on being knowledge worker outsourcing in a big way first whilst OpenAI thought they’d replace Google in search.
I think Anthropic had the better business strategy.
For the Capitalist crowd, YES it is the biggest cost. The next is energy. Imagine a world where your research and development is all AI and the production is all automated by robots. Instant product to sell to the masses who has no money because no one is working.
In the future a few thousand billionaire geniuses will own a world of unimaginable luxury and near-infinite longevity. They will make the decisions, AI will execute them, and robots will do the physical work.
Everyone else will be reduced to compost.
It's the perfect plan. The final definitive justification for capitalism.
The masses are unnecessary. The masses will be optimised.
Why do billionaires keep working, keep amassing more money, donate to politicians, buy media companies?
They want influence and power. Being at the top of a hierarchy of millions, billions of people.
If there are no massess the 1000th billionaire will be a the bottom of the hierarchy instead of near the top. They don't want that. The masses are needed to give them the sense of power.
What these people want is power and control. Eliminating the masses goes against that.
I don’t think that’s it. I think the only thing that motivates billionaire is just to have more than the next guy.
The only thing that motivates Bezos is that Elon Musk’s has more and conversely Elon Musk would have a existential crisis if he was no longer number one
I feel like one mental model here is that the attention is limited and under capitalism capital aggregates in the hands of few. Their attention is limited to things that immediately better their position, the most capital-efficient thing to do is to gather more capital.
Cheaper prices, affordable housing, affordable healthcare are less capital-efficient. If you're Walmart, sure, you would like to lower prices as much as possible. But your leverage really isn't as big as finance or tech. If you're a politician, you might also pursue those goals, but your attention and leverage really isn't as focused as that of the money machine.
I find this version unlikely, since companies very rarely genuinely believe what they preach in PR campaigns. It's always some sales and marketting dudes and gals trying to polish up something as something more than it is. Which is very annoying. We can now choose between Anthropic being the one exception to this, while having huuuuge incentive to hype up their product, or we just write it off as more marketting fluff.
I would be very surprised if this is an actual thought-out PR strategy. I am far more inclined to believe that their employees are just bought-in to the future where AI is genuinely transformative.
Whether they are right of wrong is another matter, but their claims also don’t seem too far out of the realm of possibility to me.
Coding agents have fundamentally changed my day-to-day job. In the last year, my work has shifted from me writing all of my code, to me writing very little code and spending most of my time on understanding problems better and setting direction, and reviewing, verifying, and polishing the output of coding agents. It has been quite a drastic change.
It is not that outlandish to suggest that coding agents could continue to improve at such a drastic rate over the next year. And the implications of that could be quite large! Even just the implications of more white-collar workers adopting tools like Cowork seems potentially very large, with tools that already exist today. It seems sensible to at least consider this as a possibility.
Dario is no John hammond though. That'd be altman. He actually has the discipline and background as an ai scientist to tell what the potential failure modes are. You're right, he might still be just hyping things up, but generally i'd give more benefit of doubts to anthropic. Precisely because Dario was a scientist and I'd stand by it. People who get their phd in science already self-select, or proven at least to be made of different stuff.
Likewise, people don't as easily blame ilya for 'hyping things up' when he said these things.
Also talk about incentives, there are also incentives to lower their valuation. If you wanna be vigilant against social engineering i'd be wary of that too.
These are moot anyway though cause the article isnt even making any super strong claim. If you read it it's no big deal
This is obviously the case to me, but I think HN is very anti-AI.
I genuinely don't believe that they sat down in a board room and said "yeah lets specifically release this now before an IPO so we can juice it!" They haven't even announced an IPO date. So is every blog on capabilities before that date just "pumping up the value of the stock before the IPO?"
If they actually have concerns they can communicate them directly and privately. There are less than 10 companies, in only 2 countries, with advanced enough AI programs to qualify for this type of concern. And Anthropic has the phone numbers for all of them.
Companies do tons of communication and work directly, without press releases or blog posts. If a statement is released publicly, it is done for a PR purpose.
It is not solely or even primarily the big AI labs that would need to prepare. They have a better idea of what’s coming, and they’re positioned to benefit from it.
It is governments, big companies, and individuals who could all experience fundamental changes if any of these predictions come true. If people within the labs believe these possibilities are around the corner, it would be responsible to try to let people know so they can be more ready if RSI suddenly hits and in a couple years time all our work is fundamentally changed.
That’s not to say I agree with their predictions, but rather I’m just saying that there are good reasons for Anthropic to publish stuff like this that are not just PR.
The article does not claim they have achieved recursive self improvement... just that it appears to be a plausible outcome given the progress of AI development in the past few years.
I don't know about you, but AI advancements have brought extraordinary improvements to me personally in my ability to be productive, in much the same ways the article outlines. I find it deeply satisfying to be able to "get ideas out of my head" faster and tackle more meaningful problems.
FWIW, it deeply concerns me how much power and capability is being centralized in the hands of so few, especially Anthropic. I, for one, hope these advancements can be scaled down to something I can have full sovereignty over and trust... in my own home.
Truly feels like witnessing the worst of capitalism and greed play out. All that compute and energy towards a narrative of reducing the need for skilled programmers. What a waste.
These people don't have our interests in mind and everyone eats it up like a blessing from a god or something. It's surreal.
I think these people do have our interests at heart, but that's largely irrelevant. Their point is that capitalist free markets don't let them act on that.
Capitalism and democracy are becoming obsolete. It's not clear what's next.
1. Anthropic is an AI company. they want to get to AGI before anyone else ~~so they can lock the doors behind them~~ to ensure the supremacy of an aligned AGI that serves humankind. RSI unlocks the most value for them.
2. doing bioscience is slow and capital intensive. robotics lags way behind, so that's a lot of lab techs swishing flasks and plating petri dishes. they're happy to stay in silico, but there's very little productive research you can do without in vivo/in vitro experiments.
Agree with your point about the timing, but drawing anticipation before going ahead and solving these disease can be a good smoke test, would be beneficial even if there's an IPO or not
I believe surveillance can only work in society at a very small scale.
Surveillance == Information == Power.
Who then, manages the surveillance? You? Me? A government?
How do I trust them?
*Trust* is the fundamental problem with surveillance.
An innocent person was killed on a street. Surveillance camera on every corner of the street would've easily caught the murderer.
Who manages the recording? An individual? Entity? A government? How do I know they aren't face-tagging and selling the data?
It's always about trust.
An interesting case to consider is Seoul, South Korea which actually has cameras almost on very corner of the street. In my view, general population prefers streets recorded to avoid aforementioned situation, and it can only work if people have trust in the government. In the US contrary, my view is that the disconnect between the government and the people are too wide to have such trust.
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