231–240 of 483 posts
What if you gave it an image comparison tool that would xor two screenshots to check its work?
Building something similar - using Claude API to generate mini games from text descriptions ( https://codorex.com , still pretty rough). Can confirm: Claude is weirdly good at generating functional game logic from vague prompts, but spatial precision is a constant battle. Anything involving exact pixel positions needs validation/correction layers on top. The suggestion upthread about having it write its own measureme…
Actually, here's a relevant example - had Claude generate an interactive solar system with circular orbits and moons: https://codorex.com/shared/yeABdJWvRHAKqHs2kxpRnZNZPWmqWSu9 Interesting that it handles this fine (functional orbital mechanics, animation) but would probably struggle to recreate the exact pixel positions of the Space Jam layout. Confirms the pattern: good at "make something like X" but bad at "recre…
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That's an interesting hypothesis : that LLM are fundamentally unable to produce original code. Do you have papers to back this up ? That was also my reaction when i saw some really crazy accurate comments on some vibe coded piece of code, but i couldn't prove it, and thinking about it now i think my intuition was wrong (ie : LLMs do produce original complex code).
I have a very anecdotal, but interesting, counterexample. I recently asked Gemini 3 Pro to create an RSS feed reader type of experience by using XSLT to style and layout an OPML file. I specifically wanted it to use a server-side proxy for CORS, pass through caching headers in the proxy to leverage standard HTTP caching, and I needed all feed entries for any feed in the OPML to be combined into a single chronological…
Claude/LLMs in general are still pretty bad at the intricate details of layouts and visual things. There are a lot of problems that are easy to get right for a junior web dev but impossible for an LLM. On the other hand, I was able to write a C program that added gamma color profile support to linux compositors that don't support it (in my case Hyprland) within a few minutes! A - for me - seemingly hard task, which w…
Claude didn't write that code. Someone else did and Claude took that code without credit to the original author(s), adapted it to your use case and then presented it as its own creation to you and you accepted this. If a human did this we probably would have a word for them.
Not to mention the moral vagaries of "if you use a library, is the complete articulation of your thing actually 100% your code?"
Is there a difference between loading and using a function from ImageMagick, and a standalone copycat function that mimics a function from ImageMagick?
What if you need it transliterated from one language to another?
Is it really that different than those 1200 page books from the 90's that walk you through implementing a 3D engine from scratch (or whatever the topic might be)? If you make a game on top of that book's engine, is your game truly yours?
If you learn an algorithm in some university class and then just write it again later, is that code yours? What if your code is 1-for-1 a copy of the code you were taught?
It gets very murky very quick!
Obviously I would encourage proper citation, but I also recognize the reality of this stuff -- what if you're fully rewriting something you learned decades ago and don't know who to cite? What if you have some code snippet from a website long forgotten that you saved and used? What if you use a library that also uses a library that you're not aware of because you didn't bother to check, and you either cite the wrapper lib or cite nothing at all?
I don't have some grand theory or wise thoughts about this shit, and I enjoy the anthropological studies trying to ascertain provenance / assign moral authority to remarkable edge cases, but end of the day I also find it exhausting to litigate the use of a tool that exploited the fact that your code got hoovered up by a giant robot because it was public, and might get regurgitated elsewhere.
To me, this is the unfortunate and unfair story of Gregory Coleman [0] -- drummer for The Winstons, who recorded "Amen, Brother" in 1969 (which gave us the most-sampled drum break in the world, spawned multiple genres of music, and changed human history) -- the man never made a dime from it, never even knew, and died completely destitute, despite his monumental contribution to culture. It's hard to reconcile the unjustness of it all, yet not that hard to appreciate the countless positive things that came out of it.
I don't know. I guess at the end of the day, does the end justify the means? Feels pretty subjective!
I think claude could have easily used a script to calculate the positions of the planets exactly here, instead of trying to use the frankly horrible image recognition.
Claude could probably have written a script to do it. I'm hunting assets to confirm. Edit: yup very easy for claude. Most of the wall time was spent installing cv2 in a venv (uv dropped python 3.14 on claude, which seemed to get stuck compiling numpy or something so I interrupted and told claude to just use python 3.13 instead). ME: In this directory there are two images: @p-pressbox.gif and @screenshot.png. @p-press…
Couldn’t you just feed Claude all the raw, inspect element HTML from the website and have it “decrypt” that? The entire website is fairly small so this seems feasible. Usually there’s a big difference between a website’s final code and its source code because of post processing but that seems like a totally solvable Claude problem. Sure LLMs aren’t great with images, but it’s not like the person who originally wrote…
CSS didn't exist.
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Certainly if a human wrote code that solved this problem, and a second human copied and tweaked it slightly for their use case, we would have a word for them. Would we use the same word if two different humans wrote code that solved two different problems, but one part of each problem was somewhat analogous to a different aspect of a third human's problem, and the third human took inspiration from those parts of both…
In case of LLMs, due to RAG, very often it's not just learning but almost direct real-time plagiarism from concrete sources.
Maybe we could resolve the bit of a conundrum by the op in requiring 'agents' to give credit for things if they did rag them or pull them off the web?
It still doesn't resolve the 'inherent learning' problem.
It's reasonable to suggest that if 'one person did it, we should give credit' - at least in some cases, and also reasonable that if 1K people have done similar things ad the AI learns from that, well, I don't think credit is something that should apply.
But a couple of considerations:
- It may not be that common for an LLM to 'see one thing one time' and then have such an accurate assessment of the solution. It helps, but LLMs tend not to 'learn' things that way.
- Some people might consider this the OSS dream - any code that's public is public and it's in the public domain. We don't need to 'give credit' to someone because they solved something relatively arbitrary - or - if they are concerned with that, then we can have a separate mechanism for that, aka they can put it on Github or Wikipedia even, and then we can worry about 'who thought of it first' as a separate consideration. But in terms of Engineering application, that would be a bit of a detractor.
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Ah, those days, where you would slice your designs and export them to tables.
I learned recently that this is still how a lot of email html get generated.