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Yes, definitely load bearing.

Today, I asked Opus what it’s gibberish actually means. It started with (topic about signing implementation):

> This is your coat token, to my coat hanger in the opera.

On one hand - maybe yes??! On the other who the hell speaks like that and it’s so specific…

I’d expect Alice and Bob with locks or house keys. Is this infamous old book scanning (and destroying) affecting latest models?


> On one hand - maybe yes??!

No.


Sounds like one of those "Is to as Is to" analogy questions from the SAT.

Are you sure you didn't typo signing as singing somewhere?

> > This is your coat token, to my coat hanger in the opera.

that is fucking insane

how on earth is Anthropic allowing this to happen? AGI? kill us all? I refuse to believe any of that until they can get this basic shit sorted out, I mean seriously, it's becoming a joke at this point


> it’s gibberish

ironic


load-bearing!

Yes I agree. I got it to vibe up a simple react router app. When it crashed it was obvious that it had totally swallowed all errors in the name of a tidy error page. Getting it to re-add logs and debuggable errors was an exercise in patience as astra just got more and more tweaked while trying to solve the problem.

From an alignment perspective I’ve got no idea who it’s aligned to but it isn’t me, the meat proxy, who just wants to know why it crashed.


Public libraries pay for their books


Proust. In search of lost time (caveat I’m halfway through book one) is a story in which almost nothing happens but it is described exquisitely.


Indeed. This is usually the go-to example of writing as performance art. So far I haven't had the courage to dip my toe in.


This, 100%. I’ve rewritten some hydrology code in rust using codex sol to first a) profile and create comprehensive tests of the python, b) create full benchmark suites, c) create full scientific benchmark suites, then d) port to rust using a few different techniques.

It works, it’s at least 5x faster, sometimes much more, and memory use is like 10x less and even less in cases where lots of map tiles are involved.

This shit rules.

What I’m wondering now is can we reliably evolve python and have codex act as an extremely unreliable transpiler to the rust.


> What I’m wondering now is can we reliably evolve python and have codex act as an extremely unreliable transpiler to the rust.

Why you even start with Python at this point? Just write the Rust version straight up instead of porting things?

Personally I used to use dynamic languages for most things, because development and maintenance is so much faster and easier, particularly for larger projects (granted you know how to work with those sort of languages), but now when the LLM writes most of the code, I'm able to work as fast with Rust as with I used to be able to do with Clojure or other dynamic languages.


Because it’s a port of a scientific process and that’s what the scientists work in.


Ah, sorry, I didn't understood you weren't the original author of the program you're porting :) Cheers for the additional context.


What happens when LLMs will become either too expensive or unavailable?


It's becoming increasingly evident this is not how things are going to shake out. Even without frontier models, running Qwen 3.8 27B has demonstrated for me and others a "good enough" competency at general programming. Additionally, large open weight models have proven themselves as viable alternatives and we're still in the early years of dedicated hardware


I guess lots of Rust developers will find a lot of employment?

I mean what happens with network engineers when the biggest network of them all goes down?


This AI thing is not at all similar to networking. It is up to a point, but in fact it isn’t.


I'm not saying developing with LLMs is the same as network engineering. The point being that almost all professions have some point of failures, that sometimes when we work, that single point is broken, yet we need to continue working anyway. Same goes for every professional almost.


Well, I can tell you this is making me actively reconsider dropping duckdb for ch as we go from prototype to prod


No, it’s a plague on anxious, over-optimised middle class parents.

The idea that someone can send over a schedule in advance is pure voodoo. Much like huckleberry, the ml app that makes new parents insane over wake windows.


This is a lovely piece of writing. Well done.


thank you!


“What it is today”.

Oh, glad we managed to not miss out on the 2-sided ai slop panopticon


It’s great and the deep compiler integration means with a skill the agents write it well


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