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EMM_386

6,808 karmajoined 9 tahun yang lalu
Senior Software Engineer

Currently:

AI inference/training/orchestration C#/.Net Python TypeScript Angular SQL

Too many other things.

comments

EMM_386
·kemarin dulu·discuss
Yes - Anthropic badly needs this same "here's a reset, use it when you want".

It's vastly better this way. Sure, it may impact the bottom line but it's a huge customer satisfaction win.

When Anthropic randomly resets me and I've only used 2%, that's worthless. When OpenAI tells me I have 3 resets available to use whenever I want - it's wonderful.
EMM_386
·19 hari yang lalu·discuss
Although they can technically do it, I wouldn't be asking LLMs to generate binary files like PNG with alpha channels, no matter how simple that may seem. If it's easy enough to manually create one yourself, I would do that.

The best way for LLMs to do this is likely to write a scratch program (which is what it seems to have reached for in the second half), write code (which they are good at) and have the library create the image.

At some point it is just easier to handle such things yourself, and use them with text-based formats.
EMM_386
·bulan lalu·discuss
This is an excellent and very interesting write-up.

It's so refreshing to read technical articles that are clearly written by a knowledgeable human and explained perfectly like this. By walking the reader through this with the example screenshots it unfolds and gets more interesting as you continue reading.

It's also strange to realize that these days, most articles are not like this.
EMM_386
·bulan lalu·discuss
Be careful with this sort of logic ("reflection=expensive").

Everything should obviously be measured.

I've worked with large .NET code bases that used attributes for things like plugins and it was completely negligible for overall performance in the grand scheme of things.
EMM_386
·bulan lalu·discuss
I always use a standard workflow and it has never been a problem.

- Define the task and the goal, write a short spec document (markdown is fine)

- Point the agent at it in plan mode and have it write the plan to disk with phases. Iterate on its plan if necessary here and now.

- Have each agent tackle a phase and have it update it as a living document (switch models if some phases are more difficult than others)

- Clear and repeat until done

I've never had to overcomplicate this and it's worked both on enterprise-scale projects and personal projects. I am not sure what I'm missing - if anything.
EMM_386
·2 bulan yang lalu·discuss
"I don't see them be making the next great song"

Meanwhile, songs are hitting number one on some charts on Spotify that people think are humans and are actually AI. And Spotify has to start labelling them as such. One AI "band" had an entire album of hits.

Also - music is a subjective. Mathematics isn't.

And in this case, an LLM discovered a new way to reason about a conjecture. I don't know how much proof is needed - since that is literally proof that it can be done.
EMM_386
·2 bulan yang lalu·discuss
If an AI agent finds zero bugs in a software utility, how can that be viewed in the sense the AI agent is not very good at finding bugs?

What if there are actually zero bugs?

> Five issues felt like nothing as we had expected an extensive list.

The expectation here may not match reality, but not necessarily because Mythos isn't as capable as claimed. curl may just happen to be a well-hardened tool that doesn't have too many security vulnerabilities in its present state.
EMM_386
·2 bulan yang lalu·discuss
There are terminal libraries that do this:

https://github.com/vadimdemedes/ink

Which is what Claude Code CLI uses (or was using?) and it caused many issues such as flickering, thrashing, and latency.
EMM_386
·2 bulan yang lalu·discuss
You don't need to go back to coding by hand if you know how to do it already. There is a middle ground.

If you understand good software architecture, architect it. Create a markdown document just as you would if you had a team of engineers working with you and would hand off to them. Be specific.

Let the AI do the implementation of your architecture.
EMM_386
·2 bulan yang lalu·discuss
I think Firefox applies more aggressive subpixel rendering and path smoothing before stroking. It resamples the glyph outline path at a higher precision level before handing it to the stroke algorithm.
EMM_386
·2 bulan yang lalu·discuss
> "in September 2025, Banksy painted a mural on the Royal Courts of Justice depicting a judge bludgeoning a protester with a gavel"

His other works aren't subtle.
EMM_386
·3 bulan yang lalu·discuss
You can read the latest Claude Constitution plus more info here:

https://www.anthropic.com/news/claude-new-constitution
EMM_386
·3 bulan yang lalu·discuss
That's just ... absurd.

The flaw itself is absurd but then just accepting it as "by design" makes it even worse.
EMM_386
·3 bulan yang lalu·discuss
> Tools like Figma are for an era (and persona) who still wants to have all the various knobs and dials to dial in exactly what they want

The Anthropic video on that page at 0:53 literally shows them clicking a "knobs" button and adjusting the pixel CSS value.

I know it's not exactly the same ... but it has that functionality to a degree.
EMM_386
·3 bulan yang lalu·discuss
How expensive can it be?

I just randomly looked at Railway and for $20 a month you get a whole lot. I've hosted many a web project (successful personal projects and enterprise projects alike) and I don't see a large barrier to entry on "hosting a website" here.

Blocking AI scrapers and crawlers is not a huge ordeal. Planning for a unicorn before just putting a product up isn't the way to go.

https://railway.com/pricing
EMM_386
·3 bulan yang lalu·discuss
This might make things worse not better.

Yes - the postinstall hook attack vector goes away. You can do SHA pinning since Git's content addressing means that SHA is the hash of the content. But then your "lockfile" equivalent is just... a list of commit SHAs scattered across import statements in your source? Managing that across a real dependency tree becomes a nightmare.

This is basically what Deno's import maps tried to solve, and what they ended up with looked a lot like a package registry again.

At least npm packages have checksums and a registry that can yank things.
EMM_386
·4 bulan yang lalu·discuss
This is getting really out of control at the moment and I'm not exactly sure what the best way to fix it is, but this is a very good post in terms of expressing the why this is not acceptable and why the burden if shifting on the wrong people.

Will humans take this to heart and actually do the right thing? Sadly, probably not.

One of the main issues is that pointing to your GitHub contributions and activity is now part of the hiring process. So people will continue to try to game the system by using LLMs to automate that whole process.

"I have contributed to X, Y, and Z projects" - when they actually have little to no understanding of those projects or exactly how their PR works. It was (somehow) accepted and that's that.
EMM_386
·4 bulan yang lalu·discuss
> But you REALLY need to know your stuff to begin with for they to be of any use. Those who think they will take over are clueless.

Or - there are enough people who know their stuff that the people who don't will be replaced and they will take over anyway.
EMM_386
·5 bulan yang lalu·discuss
> It cannot, however, synthesize new facts by combining information from this corpus.

That would be like saying studying mathematics can't lead to someone discovering new things in mathematics.

Nothing would ever be "novel" if studying the existing knowledge could not lead to novel solutions.

GPT 5.2 Thinking is solving Erdős Problems that had no prior solution - with a proof.
EMM_386
·5 bulan yang lalu·discuss
> An automated way to achieve this would be awesome.

The author can easily do this by creating a simple memory tool call, announcing it in the prompt to the LLM, and having it call the tool.

I wrote an agent harness for my own use that allows add/remove memories and the AI uses it as you would expect - to keep notes for itself between sessions.