Indeed, that's what I kind of hinted at in https://news.ycombinator.com/item?id=46437688 briefly after, namely that OK, one can "generate" a "solution", that's much easier than before... but until we can verify somehow that it actually does what it say it does (and we know of hallucinations and have no reason to believe this changed) then testing itself, especially of well know "problems" is more and more important.
That being said, it doesn't answer the "why" in the first place, an even more important question. At least though it does help somehow to compare with existing alternatives.
This is a good point. I wonder how much NES emulator code is in Claude's training set? Not to knock what the author has done here, but I wonder if this is more of a softball challenge than it looks.
Heck, when Satya Nadella wanted to demonstrate Copilot coding, he had it emit an Altair emulator. I guess there's little room for creativity in 8-bit emulator design so LLMs can handle them well. https://thenewstack.io/from-basic-to-vibes-microsofts-50-yea...
It’s a shame that the source code isn’t commented and documented more. At the very least, I would see it being helpful to add some documentation for every CPU op code being emulated.
Forbidding LLM to write comments and docstrings (preferrably enforced by build and commit hook) is one of the best "hacks" for using that thing. LLM cannot help itself but emit poisonous comments.
WASM and the performance seems catastrophically bad (45ms to render a frame on an M4 laptop)? It would be much more impressive if Claude could optimize it into something that someone would actually want to play? Compare this to a random hit from Google, https://jsnes.org/ which has sound, much smaller payload, and runs really fast (<1ms to render a frame).
The cost of slop is >40X drop in performance? Pick any metric that you care about for your domain perhaps that's what you're going to lose and is the effort to recover that practical with current vibe-coding strategies?
Give it copy paste / translate tasks and it’s a no brainer (quite literally)
But same can be said of humans.
The question here is, did it implement it because it read the available online documentation about the NES architecture OR did it just see one too many of such implementations.
Indeed, the 'cleanroom' standard always was one team does the RE and writes a spec, another team that has never seen the original (and has written statements with penalty clauses to prove it) then does the re-implementation. If you were to read the implementation, write the spec and then write the re-implementation that would be definitely violating the standard for claiming an original work.
I'd be curious in how well it passes 100th Coin's NES accuracy tests https://github.com/100thCoin/AccuracyCoin
Indeed, that's what I kind of hinted at in https://news.ycombinator.com/item?id=46437688 briefly after, namely that OK, one can "generate" a "solution", that's much easier than before... but until we can verify somehow that it actually does what it say it does (and we know of hallucinations and have no reason to believe this changed) then testing itself, especially of well know "problems" is more and more important.
That being said, it doesn't answer the "why" in the first place, an even more important question. At least though it does help somehow to compare with existing alternatives.
Isn’t this how all software development works? Folks commit code, it’s tested, and reviewed, and then deployed.
Why would this be any different?
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I’m sure you can point Claude at that page and have it make the necessary changes to pass.
Or it could loop infinitely, never quite being able to pass all the tests.
Nice, but NES emulator is one of the most written pet projects anywhere, which makes it considerably less impressive.
This is a good point. I wonder how much NES emulator code is in Claude's training set? Not to knock what the author has done here, but I wonder if this is more of a softball challenge than it looks.
Heck, when Satya Nadella wanted to demonstrate Copilot coding, he had it emit an Altair emulator. I guess there's little room for creativity in 8-bit emulator design so LLMs can handle them well. https://thenewstack.io/from-basic-to-vibes-microsofts-50-yea...
And said emulator was opensourced and tested by third parties, right ?
Until it's so, it's just hearsay to me by someone having a multi-billion horse in the race.
Somewhere along the line the AI bros stopped separating training and testing sets. It's great for impressing the villagers
Who care what it did. What did you learn? To live is to learn.
When I consider the utility of a hammer, my first priority is to ask what the hammer can teach me.
Do you think that the use of a hammer is an innate skill, and that woodworkers learn nothing from their craft?
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There are NES emulators aplenty, the only value in writing a new one is pedagogic, for the writer.
This endeavor had negative net value.
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If it's a zillion dollar hammerbot the company is offering to your boss for pennies, that had better be your first priority!
Ask not what your hammer can do for you.
Do you like to read posts about what hammer can do? Especially when it has been done 100 times already.
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I learned claude can write a functional NES emulator. I wonder what else it can do?
Yeah I think this is the wrong approach. If they were making money out of it, that would be different. But this is pointless.
Is this why you only wrote in machine code until you fully understood the entire compiler front end, back end chain?
to live is to build
to build what you don't understand is to suffer in future
Except OP isn't learning or building. He's telling a computer to do the work for him and padding his resume.
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https://github.com/willtobyte/NES
Why not use the LLM for more meaningful commit titles & messages as well while you are at it?
Surprised there's no README file at all.
It’s a shame that the source code isn’t commented and documented more. At the very least, I would see it being helpful to add some documentation for every CPU op code being emulated.
Forbidding LLM to write comments and docstrings (preferrably enforced by build and commit hook) is one of the best "hacks" for using that thing. LLM cannot help itself but emit poisonous comments.
Or maybe clone the comments from where it cloned the source.
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Probably better to look at a human-authored emulator if you want comments containing accurate information anyway.
If you let it, Claude Code will write a comment for almost every single line of code.
WASM and the performance seems catastrophically bad (45ms to render a frame on an M4 laptop)? It would be much more impressive if Claude could optimize it into something that someone would actually want to play? Compare this to a random hit from Google, https://jsnes.org/ which has sound, much smaller payload, and runs really fast (<1ms to render a frame).
The cost of slop is >40X drop in performance? Pick any metric that you care about for your domain perhaps that's what you're going to lose and is the effort to recover that practical with current vibe-coding strategies?
Git wrote a functional NES emulator for me by simply cloning one of the many publicly available ones!
This is the comment.
Give it copy paste / translate tasks and it’s a no brainer (quite literally)
But same can be said of humans.
The question here is, did it implement it because it read the available online documentation about the NES architecture OR did it just see one too many of such implementations.
> But same can be said of humans.
Indeed, the 'cleanroom' standard always was one team does the RE and writes a spec, another team that has never seen the original (and has written statements with penalty clauses to prove it) then does the re-implementation. If you were to read the implementation, write the spec and then write the re-implementation that would be definitely violating the standard for claiming an original work.
[dead]
I will be impressed when new game consoles come to market and it can write the first emulator for it.
Trained on 1000s of NES emulators, it's not really impressive.
Github alone has +4k NES emulator projects: https://github.com/search?q=nes%20emulator&type=repositories
This is more like "wow, it can quote training data".