tudorizer

https://lab.enverge.ai/b200-challenge/ - making high-end compute available to a few researchers, who are conscious about the impact of data centers on climate and local communities.

I'm working on something that proves to be more ambitious than initially thought: pure Python notebooks + zero-emission GPUs + git = https://lab.enverge.ai

Currently struggling with an experiment where DeepSeek-R1 is being overly verbose.

There's a smell of pseudo-science here. That weird blend of interesting + plausible with sprinkles of heavy-handed parallels.

After "Isaac Newton, who may have been the smartest person who ever lived" the level of trust fell drastically.

Sure, the periodic table was extremely useful and we were using electricity before we understood it, but we understand LLMs far better, mostly because they are our own creation.

Maybe the lines between exploration, creation and discovery are fuzzy sometimes, but this article tips over into AI propaganda.

Well ... what is independent analysis? The author is not a reporter, but someone who understands business principles.

I think you got the causality the other way around here.

Right, but critiquing with the right perspective is important. Statements about making a loss must contain the entire economic picture, otherwise they simply aren't true at some point.

A business can't be scrutinized unless the units of economics are understood.

Most likely tickling an own itch. Also to validate/invalidate if sanity wasn't lost.

Plus, Ed's articles have been circulated in some investment groups and nobody expressed a clear counter-point.

PS. I wasn't familiar with that saying.

because the average person is bad at explaining what they want an LLM to do

Agreed. It's the saving grace for most platform which integrate LLMs even right now. Eg. v0 narrows the scope of general purpose LLMs and offers educated guides.

This video nerd-sniped me so hard. All these mechanics put a smile on my face.

Boundaries and purpose

This can't be emphasized enough!

As long as you're not going too far down the "the hammer will start using itself" path.

Recursive feedback loops and fast pace of improvements are priced in.

This hammers starts sounding like Excalibur given all the mythos around it. :)

Agreed on the minimal-chargeable-bar point. The beauty arises when juniors grow.

I have tried quite a few and would defo agree with your conclusion. Also not fully buying the "you're holding it wrong" answers.

I point at long such lists of tools only to indicate a certain level of complexity, which will most likely fall in the realm of "oh, this is too technical for me. I should delegate this to Alice, because she good with tech". This is only shifting the problems and problems mean opportunity.

Absolutely.

When complexity grows and lines between boundries of what's what blur, opportunity for misunderstanding sneaks in.

We should welcome scrutiny, though.

If the myth of the "copy-paste dev" has any truth to it, then salaries are inflated.

On the flip-side, lists like "here are 80 agentic tools for your start-up" sounds like new opportunities for devs on quite a few dimensions, no?

BTW, this wasn't meant as a direct jab to your post. My post is sparked by many sources.

Tell this to junior devs who get demoralised.

Analogies have power.

Depends on who this other company is and what their goal is. Perplexity? Most likely no.

Some open-source foundation? Maybe.

You might be applying some reverse psychology by claiming shameless == authentic. Does that translate to having shame (in the interpretation of being aware or norms and being considerate to those around) == not authentic?

This "freedom to be themselves" works very well when priviledge is at stake.

My theory is that bitterness, at least this particular flavour, stems from seeing this negative impact, more than anything.

Change itself is a must. It's nature's law.

This parallel is something that I've been mulling over for the better part of this year.

Are we simply getting old and bitter?

Personally, I would add a previous cycle to this: social media. Although people were quick to point at the companies which were sparked and empowered by having unprecedented distribution.

Are we really better or worse off than a few decades ago?

The one-time price is interesting.

If the platform goes away in 1 year, it essenetially becomes 39$/year.

Any plans on how you'd make this a longer lasting product?

The gist of the article is a fun thought experiment.

Why count lines of code? Error handling is nothing to sniff at, especially in prod. Imagebin had a small handful of known users. Open it up to the world and most the error handling in Go comes handy.

For PHP, quite a bit was left on the shoulders of the HTTP server (eg. routes). The final result of Go is a binary which includes the server. The comparison is not fully fair, unless I'm missing something.

same. Would have prefered a lo-fi stick figure drawn on a napkin. The cartoon Max detracts from the rest of article, which is a good read.

Vibe coders are clients seeking an alternative, not developers.

Agreed. That's genuinely a good framing for clients.

I accept any equivalents of reading comprehension tests to prove thay I watched the video, as I have many of Andrej's in the past. He's generally a good communicator, defo easy to follow.

Sure, I wasn't sure how to call the robot layer. Is is "Iron Main Suit"?

Entertain me in an exercise:

First, instruct a friend/colleague of how to multiply two 2 digit numbers in plain English.

Secondly (ideally with a different friend, to not contaminate tests), explain the same but using only maths formulas.

Where does the prompting process start and where does it end? Is it a one-off? Is the prompt clear enough? Do all the parties involved communicate within same domain objects?

Hopefully my example is not too contrived.

TIL. Thanks for sharing

Agreed. This e-commerce example is quite a good highlight for LLMs.

Same can't be applied when your supplier needs 300 68 x 34 mm gaskets by the BS10 standard, to give a random, more precise example.

That's a lot of people to talk to in a day more or less, since the talk happened. Were they all there and you too, or you all had a watch party or something?

hehe, I wish.

The topics in the talk are not new. They have been explored and pondered up for quite a while now.

As for the outcome of the donut experiment, I don't know. You tell me. Apply it repeatedly at a big scale and see if you should alter the initial offer for best outcomes (as relative as "best" might be).