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It might have more to do with legacy files than that being the best setup they could find.

They probably have tens of thousands? hundreds of thousands? of 3D files at this point, organizing, reusing, composing all those parts is necessary unless they want to manufacture everything from scratch every time. Migrating all that over to a new system wont be done until it is insanely painful to use the older system.


I always wondered if this was as simple as reforming the insurance companies, or if the entire healthcare industry needed to be reworked.

>> Medicare for All would prevent an estimated 68,000 unnecessary deaths a year.

Are there doctors and specialists with the necessary equipment just twiddling their thumbs, wanting to help people but the insurance companies refuse to pay so they just sit idle? Or is our healthcare limited by supply?

We might have to revisit a bunch of things like how doctors get trained/residency, what insurance should cover, public health around prevention, etc. rather than just saying "Give everyone everything".


All healthcare systems are limited. You have to triage.

In America this is done according to wealth and status. In my country this is done according to medical status.


Recent estimates for the number of lives saved annually is actually around 114,000[0]. The number keeps going up because healthcare in the US just keeps getting worse and worse over time.

[0]: https://www.medrxiv.org/content/10.64898/2026.07.22.26358689...


The tooling for industrial farming is reliable on the scale of millions though, and the same for any other innovation that has replaced older ways of working. AI is in a weird place because it is not 100% reliable, and we do not know if it ever will be, but we also do not know if it will eventually good enough to where we are irrelevant.

If tractors plowed reliably 95% of the time, but unless carefully monitored the other 5% of the time they would blow a big hole in the ground, it would be difficult to abandon your shovel entirely.


Well yeah it conditions you to turn towards it anytime you hit a roadblock.

It is in a precarious state right now where it is too good not to leverage but will bite you if you get sloppy.

I still write things by hand sometimes because it is fun, but it does make you feel stupid when you spend 2 hours fixing something a 2 min prompt could have fixed.


> feel stupid when you spend 2 hours fixing something a 2 min prompt could have fixed.

or when it handles like 5 edge cases by default that I didn't even think of. That's scary because then I start thinking about all my other code.


I am wondering how this will effect other industries more. We are pretty flexible as software engineers because our skillset needs to constantly evolve. For a lawyer or radiologist or anyone who has been able to do the same thing every day for 20 years? What kind of reaction will they have when they see the ground shifting beneath them.

They won't.

Radiologists already got told years ago they were doomed by no less than Geoff Hinton. There are more of them working today than before and their salaries are humungous.

https://fortune.com/article/ai-godfather-radiologists-obsole...

Lawyers are the best protected of anyone. The whole industry is caked in laws that lock in the existing cartels. You can't just do law, it's not an open industry like programming is.


I totally agree with you, it is important for people to understand that a medical doctor does not really care if you can walk a mile without pain, but it is way too nuanced to track quality of life changes across a large population. We would need to change the insurance landscape and make it easier for other medical practitioners to get insurance money and let it naturally change.

If even a little bit of the insurance money could start funneling into things like physical therapy (actual physical therapy not the BS artists at big hospitals who print you out a sheet of generic exercises) people could see practitioners who actually care about you being functional.

I tore my achilles and saw a string of doctors, podiatrists, physical therapists, chiropractors, etc. before finally finding someone that doesn't take insurance but who had me running again within a few months. He was cheap compared to the amount my insurance was being billed for a chiropractor to try and sell me $500 custom insoles. The money is there it is just being funneled in all the wrong ways.


Yeah I just scheduled a technical and they told me it would be leetcode style.

The company I interviewed for directly before was AI only, just prompt and review no coding allowed.

Fun time to prep


I thought this was some weird satire after reading your first two paragraphs.

If you want to convince people of your authority on a topic saying things like: "Nobody's an expert on AI more than me and basically all my friends." is not very compelling.


"Another skill is a communications analysis skill"

It is interesting how people delineate what is a "skill". A 50 word prompt can be called a skill. This process you are describing sounds like it is highly authed and polling or hooked into multiple apps (slack?, text messages?, email?, forums, etc.) and then piping output to an LLM and to generate reports that it pushes to you based on output. You might need some data store to hold all the different communications locally as well.

That is almost a full on app/service that uses an LLM for one layer, but it is still just called a "skill".


I saw a video of a guy in his 50s living in a small city in Vietnam. He claimed $800/mo was more than enough, and $1000/mo would let him live lavishly. He just did the math and as soon as his predicted months of life left * 1000 < savings he pulled the trigger.

I think about that a lot because I have already hit that number easily, my family would definitely suffer though and not be into it.


There is a reason that South East Asia is popular for digital nomads and for retired expats. Thailand and Vietnam have still very affordable places if you avoid tourist traps. I would recommend first trying some easier destination like chiang mai or danang (if first time in asia), staying for 2 months (vacation/workation) and seeing if you still like it.

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