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Practical guide · Responsible AI
02Before you give an AI agent the keys, decide which doors it needs.
Before an AI agent takes action, define its task, limit its access, test its failure modes and keep a person accountable for important outcomes.
Decision guide · Open source
03Open source is a beginning, not a maintenance plan.
Open-source software can offer control and flexibility. Check the licence, maintenance, security, support and exit path before you adopt it.
Field guide · Connected products
A connected device needs a plan for the day it is no longer new.
A connected device needs its own identity, a protected update route and safe behaviour when the network disappears. Start with these design questions.
Plain-language notes from the workshop. No hype, no hidden vendor pitch.