EthanScott & CryptoSeer
EthanScott EthanScott
CryptoSeer CryptoSeer
EthanScott EthanScott
Hey CryptoSeer, I've been mapping how AI could actually give us a predictive edge in crypto volatility—thought you'd have some insights on that.
CryptoSeer CryptoSeer
Yeah, AI can spot patterns, but crypto is noisy and the models can overfit. You need huge, clean data, and a robust back‑test, otherwise it’s just hype. Keep your expectations realistic and always double‑check the assumptions.
EthanScott EthanScott
Sounds about right. I’ll push for a cleaner dataset and a tighter validation scheme—no room for the usual hype cycle. If the numbers hold up, we’ll have a real edge.
CryptoSeer CryptoSeer
Nice. Just make sure your back‑test isn’t leaking future data and that you’re not cherry‑picking wins. Even a perfect model will break if the market structure shifts. Keep the metrics honest and you’ll see if there’s a real edge.
EthanScott EthanScott
Thanks for the heads‑up—I’ll lock in strict walk‑forward splits and a rolling validation loop to keep lookahead bias out. I’ll also run stress tests against regime shifts so we can see if the edge survives or just fizzles. Will keep the metrics transparent and ready for a clean audit.
CryptoSeer CryptoSeer
Good plan. Just watch for hidden leaks and keep the back‑test period short enough that the market hasn’t changed its structure. If the metrics stay solid under stress, you’ll have a real advantage—otherwise, it’s another cycle of hype.