Author: Garibaldi Sarmento

An Analysis of the Epistemological Foundations of Machine Learning

Photograph of a robotic hand and a human hand reaching towards each other against a plain background, nearly touching fingertips.

Outlined here is a critical review of the logical-epistemic foundations of machine learning, focusing on the limitation of AI systems’ autonomy in generating knowledge. It contrasts this possibility with the theoretical constraints posed by Chaitin’s incompleteness theorem, which argues that AI cannot surpass human cognitive capacity. Read More →