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> Sure, you can make it do something but certainly nothing useful or substantial.

It works great for me. But I like to review the code and understand what it's doing, which doesn't appear to be how people do "useful or substantial" programming these days.


Everytime I am on here I am baffled by how many people just spin the wheel these days. The most important part of the sdlc for me is having humans involved in the code base. Can't plan improvements, features, refactors, etc if you don't know what the code looks like. But here we are I guess.

GPT 4.1 had a multiplier of 0.

I'm happy I invested in local solutions and cutting context to the bone for API providers. Claims about AI being able to fully replace programmers never took into account the long-run equilibrium price of inference.

Already there are companies paying more for coding tokens than for programmer salaries.

That's my point. They made those decisions without any consideration for the long run, which would have required them to project the cost of AI services years into the future. Obviously management didn't do that and had no way to do that. It made current earnings look good, though, which was enough for them when they made the decision.

Not sure what your point is, but they are firing lower performing programmers so that the top programmers have more tokens to spend.

Doesn't necessarily mean that's a good idea.

I expect AI to become more like the news, where every country has their own news services, rather than the global monopoly Sam Altman had envisioned. We even see it with Meta, a company that doesn't sell AI. They'd rather build their own models than let one or a few companies have that much leverage over them. This is why it's unlikely open models will disappear. That's the only thing that prevents a global AI oligopoly.

> Benchmarks are toys, real world use is vastly different...Why should anyone waste time on poorer results? I'd rather pay my $200/mo because my time matters.

This kind of rhetoric is not helpful. If you want to make a point, then make one, but this adds nothing to the conversation. Maybe open source models don't work for you. They work very well for me.


Just go to a popular YouTube retirement channel and check the comments on a new video. For instance: https://www.youtube.com/watch?v=Awtflo0cU4o

Most of the creators delete those comments, but if you get in early, you'll see them.


Thanks! I think I found one in that link.

@DeniseJ.Wilson 6 hours ago I believe that a 'hard economy' is actually the best time to build if you have discipline and the right strategy. Most people spend their time complaining, but I believe in execution over excuses. I made a smart move in early 2026, and because I believe in staying the course, I just hit $1M. The momentum is still building, and by the end of this year, it’s going to be massive.

And the replies start talking about a Coach Julia out of no where. To search set up an apt.


If only Google had access to an AI service. That sounds like a snarky comment, but given how easy it would be for Google to use AI to zap those, I can only think there's something preventing them from using it.

> a retirement vehicle that doesn't let you withdraw until age 59.5.

If you're referring to US retirement accounts, that's not accurate. The early withdrawal penalty is 10% - the same as jumping from the 12% to 22% tax bracket when you're working.

If your company allows partial withdrawals starting in the year you turn 55, you can use the "rule of 55" to get your money out penalty-free January 1 the year you turn 55.

You can withdraw Roth contributions penalty-free at any age.

You can take SEPP withdrawals without a penalty.

You should have some cash and brokerage account money too. You could also own a rental house, sell your house and become a renter, etc. The 10% penalty is seldom going to stop someone from retiring.


> * The early withdrawal penalty is 10%*

Still cheaper than my current Long-term Capital Gains tax rate too.


Seems obvious to me that China would not want to give the AI market to US companies. You don't even need anything like an attempt to "sabotage the West". If I were them (the companies or the government) I'd be very hesitant to let US companies dominate this space. Especially companies that close to the current US administration.

Exactly, more large nations should be establishing or fostering their own labs. Outside of the Chinese and US companies there's really only Mistral.

I've always enjoyed using Clojure. Unfortunately, most of the things I do require interacting with the C world, so it has never been a real option as my primary language.

You might be interested in https://jank-lang.org/ - still early days but full C/C++ interop is the plan.

Coffi [1] built on java 22 (project panama) C FFI. Makes binding to C from Clojure a lot of fun.

- [1] https://github.com/IGJoshua/coffi


Have a look at Janet. It is not as powerful as Clojure but for smaller projects, prototyping, scripting etc., it is really enjoyable.

https://janet-lang.org/


I also interact a ton with C and C++, but it's easy today to have Claude write a Project Panama wrapper and then put a nice Clojure veneer on top of the Java.

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