Occybyte

@occybyte

Specialist in Game Systems Design & ML

Joined May 2025

Occybyte
@occybyte
Jul 26
@asha_shar Biggest issues looking at xbox after 2+ years on PC. It looks like an MBA went through the tiers PC only and premium have a $1 diff and should be merged. Essential is so gimped in comparison and with ads coming in? it should be $4.99. Online should be free.
Occybyte
@occybyte
Mar 7
Accuracy tells you what your model got right. CyVy tells you whether it knew. Paper 1 of 2, introducing the Certainty-Validity framework: arxiv.org/abs/2603.00070 #MLResearch #MachineLearning #Uncertainty #LLM #arXiv #Calibration
arxiv.org
Certainty-Validity: A Diagnostic Framework for Discrete Commitment Systems
Standard evaluation metrics for machine learning -- accuracy, precision, recall, and AUROC -- assume that all errors are equivalent: a confident incorrect prediction is penalized identically to an...
Occybyte
@occybyte
Nov 27, 2025
Pink noise sounds like a superposition between wubwubwubwub and whrrrrrrrr, but at the same time.