[rahen]

A little disappointed to see PyTorch + Claude here. I was hoping for some "demo-scene" hand-crafted 6502 assembly, and hopefully training on the C64.

[pjmlp]

Same, however I do conceed having the whole assembler toolchain written in Python was also kind of cool, even if it may have been AI generated.

Even cooler would have been to have the 6502 directly generated from the LLM.

[NooneAtAll3]

so... it is vibe-code?

meh

[rahen]

Yes. The author mentions Claude for testing, but it was obviously used for the README and code as well.

This is a giveaway for AI generation, from the docstring to the terrible opcode dispatch (Claude sucks at assembly or low-level optimization): https://github.com/gizmo64k/soulplayer-c64/blob/main/src/cpu...

A human would use a proper dispatch table and wouldn't make excuses for a sloppy implementation ("Python is fast enough").

Besides, the author has an art and design background, which doesn't seem to match the deep knowledge of Transformers or assembly required for such a project.

[gizmo64k]

I am the subject of your investigation. So, in your world meta-programming is a bad thing? Fine. In my world it isn't. The transition layers are how I kept four implementations bit-identical through the test suite. If you prefer to hand-roll this toward the goal, that's your decision, your life. And yeah, I use AI where it makes sense. Architecture decisions are still mine. For the record: I'm from Farbrausch, so you are technically correct! The demoscene did become a UNESCO intangible cultural heritage a few years back, I guess that makes me an artist, FINALLY! :)