Perspectives
Perspectives
Essays and policy submissions on AI governance, regulation and production cloud delivery, from Vivegavalen Vadi Valu and John Nathan. Executive implementation notes are circulated privately; request the current note.
A purpose-anchored runtime governance duty for high-impact AI
A submission to the public consultation on Malaysia’s proposed AI Governance Bill (UPC Consultation No. 234): the policy gaps, five operational provisions, and a suggested legislative formulation.
AI fails in production, not on paper
Why approved AI drifts out of control: the four failure modes, the operating layer that closes them, and the case for starting with one consequential use.
What happens the day the consultants leave
The technical checklist that separates a platform your team owns from one it merely hosts: decision records, runbooks bound to alarms, rehearsed recovery, and the acceptance test that gates our exit.