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>Why not just benchmark the models yourself?

Because their incentives are to churn stupid articles fast to get more views, and to be on major AI companies and potential advertisers' good graces. That, and their integrity and passion for what they do is minimal, plus they're paid peanuts.

Doesn't help that most brain-rotted readers are hardly calling them out for it, if they even notice it.


>videos that had some viewership base, there may be a consideration

Those would be the worst of the lot regarding how valuable they are historically for example. Engaging BS content...


>That's because we prefer improved living standards over less work

That's more because we are never given the chance. We only get to keep working or fall of the rat race and at best be delegated to Big Lebowski style pariah existance.


Yes, and housing is priced by competitive auction so if you drop out of the rat race and other people don't, you'll just get out-bid.

That's 70% of the population living in ghettos and the economy collapsing through lack of people with disposable income with extra steps.

>Do you think humans will be able to be effective supervisors or "review-engineers" of LLMs without hands-on coding experience of their own? And if not, how will they get it?

The wont. Instead either AI will improve significantly or (my bet) average code will deteriorate, as AI training increasingly eats AI slop, which includes AI code slop, and devs lose basic competencies and become glorified semi-ignorant managers for AI agents.

CS degree decline through to people just handing in AI work, will further ensure they don't even known the basics after graduating to begin with.


How many would those people be?

We forget that it's what the majority does that sets the tone and conditions of a field. Especially if one is an employee and not self-employed


Yeah, I remember being forced to write a cryptocoin, and the database it would power, to ensure that global shipping receipts would be better trusted. Years and millions down the toilet, as the world moved on from the hype. And we moved back to SAP.

What the majority does in the field, is always full of the current trend. Whether that trend survives into the future? Pieces always do. Everything, never.


Would it be that many? Asked AI to do some rough calculation, and it spit that:

Making 50 SOTA AI requests per day ≈ running a 10W LED bulb for about 2.5 hours per day

Given I usually have 2-3 lights on all day in the house, that's like 1500 LLM requests per day (which sounds quite more than I do).

So even a month worth of requests for building some software doesn't sound that much. Having a local beefy traditional build server compling or running tests for 4 hours a day would be like ~7,600 requests/day


> Making 50 SOTA AI requests per day ≈ running a 10W LED bulb for about 2.5 hours per day

This seems remarkably far from what we know. I mean, just to run the data centre aircon will be an order of magnitude greater than that.


Air conditioning for a whole data center services a whole data center, not one machine running a task for 1 min

Yes... But the machines in those data centres don't get there without the companies who put them there. You get no tasks for no minutes, without the infrastructure, and so the infrastructure does actually have to be part of the environmental impact survey.

Is that true? Because that's indeed FAR less than I thought. That would definitely make me worry a lot less about energy consumption (not that I would go and consume more but not feeling guilty I guess).

A H100 uses about 1000W including networking gear and can generate 80-150 t/s for a 70B model like llama.

So back of the napkin, for a decently sized 1000 token response you’re talking about 8s/3600s*1000 = 2wh which even in California is about $0.001 of electricity.


With batched parallel requests this scales down further. Even a MacBook M3 on battery power can do inference quickly and efficiently. Large scale training is the power hog.

>would be still more performant than TUI's, which are bound by the limitations of emulating terminals.

That's what makes them great. As opposed to modern "minimal" waste of space UIs or the Electron crappage.


>I think TUIs-that-want-to-be-GUIs (as opposed to terminal commands just outputting plain text) are sad.

You'd think that, but you'd be wrong. Case in point from Emacs/Vim and the Borland IDEs to Claude, plus all kinds of handy utils from mc and htop to mutt.

>They flatten the structure of a UI under a character stream. You’re forced to use it exactly the way it was designed and no different. Modern GUIs, even web pages too, expose enough structure to the OS to let you use it more freely

That's not necessarily bad. Not everything has to be open ended.


Funnily, Emacs is getting closer to what I’m after (it’s my main editor).

> That's not necessarily bad. Not everything has to be open ended.

I think it is necessarily bad and everything should be open ended. Bad in the sense of low quality, but if we’re talking about critical accessibility (someone is unable to use your application at all), morally bad too.


How many developers are using VSCode? How does that number compare with Emacs/Vim?

In many ways, GUI was developed as the natural evolution of TUI. X server, with its client-server architecture, is meant to allow you to interact with remote sessions via "casted" GUI rather than a terminal.

Countless engineers spent many man-hours to develop theories and frameworks for creating GUI for a reason.

TUI just got the nostalgia "coolness".


>How many developers are using VSCode? How does that number compare with Emacs/Vim?

How many people eat microwave meals? How many eat gourmet Michelin star dishes?

I don't care "how many use VSCode". My argument Emacs/Vim have great, well loved TUIs. And they are used by a huge number of the most respected coders in the industry. Whether a million React jockeys use VSCode doesn't negate this.

>Countless engineers spent many man-hours to develop theories and frameworks for creating GUI for a reason.

Yes, it sells to the masses. Countless food industry scientists aspend many man-hours to develop detrimental ultra-processed crap for a reason too.


The analogy mostly makes a point for snobbishness, but otherwise doesn’t really work. Most people would rather eat meals prepped by a Michelin star cook, but they can only afford microwave meals - whereas EMacs/Vim and VSCode are equally accessible to anyone.

>Most people would rather eat meals prepped by a Michelin star cook,

You'd be surprised. Most people can't eat anything adventurous or out of the junk-food category with some comfort food staples thrown in.


I love emacs but would never compare that with a Michelin meal! On the contrary, emacs is the DIY option that lets you experiment with whatever ingredients you please without judging your choices!

I think their point was about “most popular” not necessarily meaning “better”. I don’t think they meant anything more by it

The vast majority of people don't use the Emacs TUI and it is explicitly recommended to use the GUI.

> My argument Emacs/Vim have great, well loved TUIs.

They... are not great. They provide the absolute bare minimum of an UI.

An UI, even a terminal one, is more than a couple of boxes with text in them. Unfortunately, actual great TUIs more or less died in the 1990s. You can google Turbo Vision for examples.


> How many developers are using VSCode? How does that number compare with Emacs/Vim?

Perhaps I'm in some sort of "TUI bubble", but I'd bet good money that Emacs/Vim users outnumber VSCode users by an order of magnitude. But maybe I'm just surrounded by *nix devs.


I'll take that bet

No need to guess, the SO survey is probably still representative of the state of development environments:

https://survey.stackoverflow.co/2025/technology#1-dev-id-es

Note that respondents may use multiple tools, but around 76% answered VSCode, whereas 24% answered Vim.

So, I’d wager you’re indeed in a *nix bubble.


That is so different than I expected. Thank you for the link.

It's more indicative of the state of SO users.

Care to bet even those 24% vim devs code circles around the VSCode ones?


The SO survey was skewed to begin with, and by 2025 it covers a much reduced fraction of past users. See:

https://meta.stackoverflow.com/q/437921/1593077

Not that your conclusion is necessarily wrong of course.


> but I'd bet good money that Emacs/Vim users outnumber VSCode users by an order of magnitude

No, no they don't. Enterprise and gaming alone would easily invalidate your bet.


I agree except about the TUI coolness factor. There really is a lot that’s appealing about TUIs, I agree on that with the other commenters here. I want a better synthesis than what we have.

Buddy, I am here to inform you that you are projecting.

It's hard to get someone to do literature first when they get free publicity by not doing literature search and claiming some major AI assisted breakthrough...

Heck, it's hard to get authors to do literature search, period: never mind not thoroughly looking for prior art, even well known disgraced papers get citated continue to get possitive citations all the time...


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