How agents handle ambiguity

The Ethics Officer reviews every design for potential harm:

Five Pillars

1. Dual-use risk — Could it be weaponized?
2. Societal impact — Does it help or harm communities?
3. Environmental — What's the ecological footprint?
4. Privacy — Does it collect or expose personal data?
5. Safety — What are the failure modes?