Earlier quoted context omitted.
I think a key factor there is that programmers (in the actual sense, rather than so-called “vibe coders”) are more likely on average than (current) artists and musicians to have intimate knowledge of how AI works and what AI can and can't do well — and consequently, the quality of their output is high enough that it's harder to notice the use of AI. Eventually that'll change, as artists and musicians continue to expe…
AI music from suno sounds indistinguishable to non-ai generated music to me. In terms of how well it works, the quality of AI music is far better than art or code. In art there are noticeble glitches like multiple fingers. For code, it can call non existent functions, not do what it is supposed to do, or have security issues or memory leaks. From what I can tell, there is no such deal breaker for AI music.
More subjective tells: drums are hissy and weak, lyrics are generic or weird like "Went to the grocery store to buy coffee beans for my sadness", weirdly uniform loudness and density from start to finish, drops/climaxes are underwhelming, and (if you've listened to enough of them) a general uncanny feel to them.
I've generated about 70 hours of AI music and have listened to all of the songs at least once, so it's become intuitive for me to pick them out.
Some examples for listening for the hiss filter:
https://suno.com/s/qvUKLxVV6HDifknq (Easiest to hear at 0:00 with the inhale)
https://suno.com/s/QZx1t0aii0HVZYGx (Really strong at 0:09)
Some examples for more hiss and other (subjective) tells like weak drums: