use of ChatGPT for HIFI

Hey, @emergingsoul  - Thanks. I have a typo in my comment. It's a 12AT7, not AT12.

As a follow-up, I previously went down the path of MELZ metal plate 6N8S tubes in both stages (before the adapters and tube changes to Telefunken and Sylvania) and the sound signature was a bit warmer, though not really improved. I also suspect with the mismatched output of the Freya+ and the inputs for the Tyrs (Why Schiit, why are they so far apart?), I might be able drive the Tyrs and downstream Magnepan 3.7is at higher volumes and lower distortion levels. My only concern is I'd be stripping what is happening with the Telefunken tubes and listening to my Tyrs alone. Anyone done this combo? At least Benchmark has a 30 day return policy if I buy it and it sounds awful.

It’s useful but you have to be careful with the data it returns. I’ve found it to be unreliable with certain details. For instance, I asked about a certain type of foam and it said it was closed cell but the foam was actually open cell. 

I found it especially interesting in evaluating blood test results.  Have to make sure I remain healthy to listen to music you know

i ID tubes for a lot of people, and the amount of disinfirmation coming out of chat GPT is already having ding dings think their idnorance trumps the accurate ID theyre given. ugh. 

It certainly did “stroke my ego.”