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Amazon cuts 16k jobs

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Re: Amazon cuts 16k jobs

#942

Earlier quoted context omitted.

IMO, this is one of the better takes in this thread. I'm a big fan of Hazlitt's book Economics in One Lesson, which gives a very condensed version of some economic ideas - one of them being automation, with really good examples in the past of labor saving machines like the printing press being created. When I first read it a decade ago I didn't think my profession might be like the printing press, but it's definitely…

What is your repurposing plan, if you don't mind my asking? I am trying to think of alternatives too, but it's quite stressful.

I have friends in commercial sheet metal/plumbing/electrical, and the work is endless right now in my area in the Midwest. My immediate goal would be to get on a journeyman program making a fraction of what I make now, and then onwards and upwards from there as I know the more skilled people in these jobs are making top tier money in my area. When I was in college I worked part-time in residential, so it seems logical that I would gravitate in this direction, especially with the supply of work.

At the same time I'd be applying to senior software engineering positions geared towards anything energy/nuclear and possibly datacenter tech/engineering positions as well, but I would be extremely picky. Since everyone is so obsessed with AI/productivity, the electrical grid is going to be more stressed than ever. I'd target positions with no H1B competition, cleared positions and whatnot - this isn't a crack on H1B, but I would imagine there is higher probability in getting interviews without them in the picture. BUT I'm at the whim of hiring managers and whiteboards at that point, which isn't ideal, hence the trades route mentioned first.

I love software so much and have spent the majority of my life doing it, spent all that time getting a CS Master degree and whatnot. It would be a sad day for me, but you do what you have to do. I have a family as well, so not as much mobility and time to burn as a person without.

I think this plan is specific to my situation, but I hope it helps getting a few ideas kicking around in your mind. It is definitely a stressful thing if you think about it too deeply, but I try to distance myself from that mental mode and focus more on what I would have to do if that time comes.

Re: Amazon cuts 16k jobs

#943
post #834

Earlier quoted context omitted.

> While at the same time all scientific progress gives us more and more evidence that reality is non-computable, non linear. What scientific problems are non-computable? ANNs are designed to handle non-linearities BTW, thats the entire point of activation functions and multi layer networks

non computable, non-linear as in given known input parameters you can determine the output parameters. we can't do that for mostly any complex physical system, as would be for something like living organisms.

> non computable, non-linear as in given known input parameters you can determine the output parameters.

These two words do not mean the same thing.

Non-linear functions do not mean you cannot determine the output for a given input.

All non-linear means is that the condition f(x+y) = f(x) + f(y) and f(kx) = kf(x) do not hold for arbitrary x,y,k

For example f(x) = x^2 is a non-linear function. Can you determine what f(x) for arbitrary x?

Perhaps you meant what used to be called "chaotic systems", those which were highly sensitive to initial conditions. Yes, they are non-linear but they are completely deterministic. A classic example would be the n-body problem in physics under most conditions.

And I'm not sure what you understand what non-computable means. It means that the computation will not halt in a finite amount of time for a general input. For a particular input, it may indeed halt in a finite amount of time.

Most real numbers are non-computable, such as the square root of 2 or Pi.

Practically speaking however, we can get approximations as close as we want. In other cases, such as the Busy Beaver function, we can set bounds

Re: Amazon cuts 16k jobs

#944

Earlier quoted context omitted.

I think he might be the greatest person at failing up who has ever lived. Went bankrupt six times and is still hailed by his followers as an economic genius. Few people can pull that off.

I think what is hard to understand for people is how you can go bankrupt six times and still have loads of assets and money. How does that work?

Back in the 80's and 90's he was pretty well known for noting that if you owe a bank enough money, it is in the bank's interest not to let you fail.

My guess is that it also helps to owe lots of money to lots of banks at the same time. That way when one goes after you, the others will help you out or risk losing their money, too.

Re: Amazon cuts 16k jobs

#945

Earlier quoted context omitted.

Iowa hasn't been purple for a while. Montana maybe a bit more recently.

For the presidential election sure, but I wouldn't underestimate state level organization of the DNC in the rural west and Midwest. The issue is fractured fundraising basically undermines the local organization by funding challenger candidates, which alienates local Dems and depresses turnout (TDP is notorious for this). Iowa is going to be a competitive race hence why Joni Ernst decided to not run for reelection.

TDP?

Re: Amazon cuts 16k jobs

#946
post #652
post #380

Earlier quoted context omitted.

That's because Trump gave many extensions and concessions to so many countries. Remember there was 125% on China in May 2025 before Xi decided to use rare earth minerals to fight back. Maybe you have heard of TACO. So the tariffs as threatened never panned out in reality.

How come all the existing tariffs don't tank the economy?

They are affecting specific industries and consumers. The inflation right now is stable only because oil is so cheap. And that has nothing to do with tariffs.

Re: Amazon cuts 16k jobs

#947

Earlier quoted context omitted.

IMO, this is one of the better takes in this thread. I'm a big fan of Hazlitt's book Economics in One Lesson, which gives a very condensed version of some economic ideas - one of them being automation, with really good examples in the past of labor saving machines like the printing press being created. When I first read it a decade ago I didn't think my profession might be like the printing press, but it's definitely…

Your plan, whatever it is is still predicated on the world as it is today being more or less as it is today. The problem with anything truly disruptive is that it may very well cause your plan to become infeasible for a variety of reasons. For your sake I hope that you were aware of that little detail and made your plan bullet proof or flexible enough that that is not going to cause you any headaches.

Of course things can change and I wholeheartedly agree with you. If a plan goes bad you adapt and overcome. Also, I've experienced being poor and lived in warzones/slept in terrible places, which gave me a very positive look at life in the USA. No need to worry about me as I assure you I'll be good either way.

Life is actually very good here and there is a lot of mobility if you have even a small amount of motivation. I feel like I'm preaching to the choir here though jacquesm - if I recall correctly (I'm not going to look at your comment history), I feel like I read once that you come from a family of first gen immigrants that experienced conditions similar to what I did when I was younger, and I would love to hear more about their/your perspective on being in a place like the USA and the opportunities it did/didn't bring.

Re: Amazon cuts 16k jobs

#948
post #834

Earlier quoted context omitted.

non computable, non-linear as in given known input parameters you can determine the output parameters. we can't do that for mostly any complex physical system, as would be for something like living organisms.

> non computable, non-linear as in given known input parameters you can determine the output parameters. These two words do not mean the same thing. Non-linear functions do not mean you cannot determine the output for a given input. All non-linear means is that the condition f(x+y) = f(x) + f(y) and f(kx) = kf(x) do not hold for arbitrary x,y,k For example f(x) = x^2 is a non-linear function. Can you determine what f…

You're correct. I only have a very casual understanding of these things. For the non-linear thing, I just mean that for any advanced system there are say trillions of parameters, like cellular systems, and even if you mapped them in you couldn't be sure what the output would be.

    > And I'm not sure what you understand what non-computable means. It means that the computation will not halt in a finite amount of time for a general input. For a particular input, it may indeed halt in a finite amount of time.
Sounds familiar, the "halting problem"? I suppose I'm too loosely tying concepts together. Particular vs general input is same as simple vs complex input above, given a complex enough input, the compute involved approaches boundless/infinite.

In practice, yes, as I understand it, modern science is all about stochastic approximations and for all intents and purposes it's quite reliable.

I probably should stop using "non-linear" terminology. I really just mean that it's not 1:1. You mention how systems can be deterministic and I looked it up and yes wave function collapse specifically says:

    > The observable acts as a linear function on the states of the system
We can compute the possible states, but not the exact state. We can't predict the future.

Thanks for the reply, this is much more interesting to me as it approaches philosophy, so admittedly I too loosely throw words-that-mean-things around.

Re: Amazon cuts 16k jobs

#949

Earlier quoted context omitted.

IMO, this is one of the better takes in this thread. I'm a big fan of Hazlitt's book Economics in One Lesson, which gives a very condensed version of some economic ideas - one of them being automation, with really good examples in the past of labor saving machines like the printing press being created. When I first read it a decade ago I didn't think my profession might be like the printing press, but it's definitely…

The printing press also led to books changing from being something only rich people had to everyone having books. This also enabled the industrial revolution, as books made literacy worth having, newspapers, and became a great storehouse of knowledge. I.e. it created far, far more jobs than it destroyed.

Indeed, and I think this is one of the things Hazlitt mentions. After the first initial shocks, opportunities and pathways will eventually present themselves.
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