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> Evidence I can give in support of the article:

I only want to point out that evidence of less hiring is not evidence for AI-anything.

As others have pointed out, here and previously, things like outsourcing to India, or for Europe Eastern Europe, is also going strong. That's another explanation for less jobs "here", but they are not gone, they just moved to cheaper places. As has been going on for decades, it just continues unevenly.

https://www.cnbc.com/2025/12/11/big-tech-microsoft-amazon-go...

> Over $50 billion in under 24 hours: Why Big Tech is doubling down on investing in India

https://news.microsoft.com/source/asia/2025/12/09/microsoft-...

> Microsoft invests US$17.5 billion in India to drive AI diffusion at population scale


> What makes a code worthy of trust is passing tests

(Sorry, but you set yourself up for this one, my apologies.)

Oh, so this post describes "worthy code", okay then.

https://news.ycombinator.com/item?id=18442941

Tests are not a panacea. They don't care about anything other than what you test. If you don't have code testing maintainability and readability, only that it "works", you end up like the product in that post.

Ultimate example: Biology (and everything related, like physiology, anatomy), where the test is similarly limited to "does it produce children that can survive". It is a huuuuuge mess, and trying to change any one thing always messes up things elsewhere in unexpected and hard or impossible to solve ways. It's genius, it works, it sells - and trying to deliberately change anything is a huge PITA because everything is interconnected and there is no clean design anywhere. You manage to change some single gene to change some very minor behavior, suddenly the ear shape changes and fur color and eye sight and digestion and disease resistance, stuff like that.


I wonder if for a large class of jobs, simple unit tests will be enough to be a negative that the llm output will try to match. Test driven delegation in a way.. that said i share the same worries as you. The fact that the LLM can wire multiple files / class / libs in a few seconds to pass your tests doesn't guarantee a good design. And the people who love vibe coding the most are the one who never valued design in the first place, just quick results..

Look, I understand, but we have a concrete event here that is being discussed and there is no evidence anywhere for what you came up with. Adding feeling-based imagination instead of sticking to facts just makes the discussion much worse - and much closer to behavior you seem to object to.

This same comment could be posted verbatim on practically any past discussion about terrible things that have happened and been happening. At what point is it fair to raise or discuss the bigger problems?

> political pressure. Same reason lots of stuff is banned in the EU even when it's safer than other things that aren't banned.

You avoid the question instead of answering it (What caused that "political pressure"? Does such a thing just occur randomly in nature?), following it by an assertion that you don't bother to provide any evidence for.


TypeScript is indeed Javascript, all you have to do is remove the type annotations. They are not code.

TS does have some minor things like enums that need to be transformed and are actual code, but those are very few, and leftovers from early days of TS, and the TS authors regret having implemented them. For many years now the TS philosophy has been that the CODE part of TS is 100% ECMAscript, and only annotations, which are not code, are added.

The initial Babel transpiler for TS => JS, and still the most part of the current one, simply removes annotations.

It is recommended not to use the few parts that are actual code and not standard JS. They are certainly not needed any more since ES6.

People may get confused because the type syntax itself is almost like a programming language, with conditions and all. But none of that ends up as code, it's not used at runtime.

One of the IMHO worst design decisions of TS was to bundle type checking and transpiling into one tool. That caused sooo many misunderstandings and confusion.


That's what this is for, in general: https://energy.ec.europa.eu/topics/infrastructure/trans-euro...

Also, Germany currently has the problem of much more and more reliable wind generation in the north, but not enough network capacity to send it all south when needed. It is being addressed, but as expected, it is very complicated because infrastructure across the whole country touches the interests of a lot of groups with very different interests.

We might need much better tunnel building equipment and a deep sub-terranean network... (useful sci-fi idea, needs to be able to cope with mild earth quakes in some regions).


I don't know how reliant France is, but they do seem to rely quite a bit on Rosatom (https://www.lemonde.fr/en/energies/article/2023/03/12/french...).

They also rely on imports of uranium - e.g. from Niger, which recently had quite the fallout with France.

It does not look to me at even a casual glance that French nuclear tech could fully work on its own. Similar for the UK.

It is not just about the experts, the supply chain too. Although, of course how much that matters in comparison is the question, since pretty much everything nowadays depends on some faraway place.


Uranium is very power dense. If there is a supply chain disruption, it is problematic but France keeps around at least 5 years worth of nuclear production, which gives it some time to react and adapt. Also, Uranium is not very rare nor expensive, so reliance on one producer is not that worrying I think. Enrichment facilities are rarer, but there is also one in France, so I can see French nuclear tech work on its own.

Canada is a significant producer of uranium and we have a fine relationship with the French, I don't think this is a serious concern at all

France isn't reliant on Rosatom at all for Uranium. Russia is one possible part of the supply chain mostly used for retreatment.

Most of the French uranium is produced by Orano which is quite close to being a public company (95% owned by France). It comes from Canada, Kazakhstan and Niger.

Greenpeace is not a reliable source when it comes to anything having to do with the nuclear industry by the way.


Unfortunately, German AND Paywall, but:

https://www.zeit.de/wirtschaft/2025-12/atomkraft-frankreich-...

> France's dangerous nuclear friendship with Russia

> France promises to support Ukraine. But its nuclear energy supply is closely linked to Russia. Former energy bosses earn a lot of money with Rosatom.


> Working for other people sucks.

Depends.

I worked and even had a business with and/or worked for three people that I've known for a long time. And had loud substantial disagreements with - before going into business. Worked like a charm every single time. The personal side I mean, business was neutral once, a complete failure but I only wanted the paycheck anyway once, and a resounding success in a traditional business where I handle only IT right now.

In the first venture I found out I hated selling and business. Sure, I can do it, but I really really don't want to. I am a minimalist, and I might have become a poor monk in a monastery a thousand years ago. I don't want to sell anyone anything. So in the next two businesses I left all the business stuff to others, and it is sooo much better.

And now that I'm in a non-IT traditional business I'm a servant 100%. And it is nice. My main focus is non IT stuff, and I use computers to achieve that. Finding differences in thousands of EDI messages for invoices, order confirmations and deliveries, for example. HOW - who cares? I am not developing a product. If it's a one-off I may just run some command line tools. Or, shocking!, I actually use Excel. Or I ask ChatGPT for a little helper Python script to run over the raw data files.

Doing servant work without business responsibilities is really nice :) My boss may have the bigger house and car, so what? He also has exponentially more stress (I have pretty much zero). In my youth I may have had a different opinion, but now I don't want his stress level for any amount of compensation. And no, future early retirement by making lots of money now does not change the equation. I don't want to retire at all anyway, keep doing business stuff on the side at least. Without the stress it's no problem! One of my direct colleagues is way past retirement age...


It's true there is no silver bullet. I did contract work after 2000 dot bomb. I enjoyed working for myself.

The thing I liked most is that when my clients would ask me to do things - I would often propose things more reliable and less time to implement solutions. They would then opt for the less optimal thing sometimes for good reasons. If I was an exempt employee that would have meant me spending my personal time on the extra work to meet deadlines. The contractor me would bill them for the hours:)


> Arguably, AI is largely marketed that way because that's what corporate buyers care about

Why "arguably", that is exactly what he wrote


No, he wrote that it was marketed that way because that is what the “AI boom is really about”, in opposition to something else, which I also discuss in the post you excerpted this from. Not sure if you didn’t read the whole post and just kneejerk reacted to the first part of the first sentence out of context, or if you just didn’t understand how it sharply differs from the claims in the post it responds to.

What is it really about, in contrast to what I assert? I'm looking at how its being implemented, talked about, thought about, introduced.

I'm happy to re-evaluate my stance in the light of better evidence, but the AI adoption has corresponded to alot of CEOs announcing layoffs with a simultaneous doubling down on AI tools to replace those now displaced workers or those LinkedIn stories from people saying how they will never have to hire X or Y because AI will do it / does it.


> Agentic code tools have a significant bias to add versus remove/condense.

Your point stands uncontested by me, but I just wanted to mention that humans have that bias too.

Random link (has the Nature study link): https://blog.benchsci.com/this-newly-proven-human-bias-cause...

https://en.wikipedia.org/wiki/Additive_bias


Great point, interesting how agents somehow pick up the same bias.

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