Topic · 4 posts
AI governance
Every Inline Code post tagged AI governance, ordered most recent first.
AI · Architecture
Long-term memory for agnostic agents: a working architecture on Bedrock AgentCore
Bedrock AgentCore gives you a managed runtime, a long-term memory store, and a deliberately framework- and model-agnostic SDK — which means the agent code stays portable while the memory plane becomes the new audit liability. Here is the architecture that uses AgentCore Memory properly, the governance controls memory-poisoning and Privacy Act obligations force on top of it, and the rollout cadence that keeps the deployment defensible.
Board reporting
Reporting AI risk to the board: a one-page position summary that actually works
What the board actually wants on the AI risk page is the answer to four specific questions. Most AI risk reports answer different questions. Here is the structure that lands, four worked examples by sector, and a template you can lift verbatim.
Privacy Act
The Privacy Act reforms changed the AI compliance baseline. Most organisations have not updated.
The Privacy and Other Legislation Amendment Act 2024 brought a statutory tort, expanded OAIC enforcement, and surfaced automated decision-making in legislation. The AI deployments most Australian organisations are running now sit under privacy obligations they were not designed for.
Regulatory horizon
The EU AI Act has reach. Australian firms should map exposure now.
The Act's territorial scope is broader than most Australian general counsel offices have appreciated. Two questions decide whether your AI deployment is in scope, and the documentation burden if it is, is non-trivial.
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