FIELD NOTE
Standards are useful when they change behaviour
Malaysia's My-AI Standards sit alongside work on AI governance, data security, and deepfake risk. The useful interpretation for a business is not a badge; it is a set of decisions that can be tested and maintained.
Teams should know which outputs are generated, what source material supports them, and when a person must check the result before it moves downstream.
FIELD NOTE
Design provenance into the workflow
Generated material should carry enough context for a reviewer to understand its origin and confidence. That may mean source links, versioned prompts, extraction records, or a clear label that a person can challenge.
- Label generated or transformed content
- Preserve source and version information
- Separate draft from approved output
- Limit external actions
- Log overrides and incidents
FIELD NOTE
Deepfake risk is an operating risk
A convincing image, voice, or video can influence payment, identity, reputation, and public trust. Authentication, dual approval, and a second channel for sensitive requests are operational controls, not just security slogans.
DIRECT ANSWERS
Questions operators ask
Do standards guarantee that an AI system is safe?+
No. Standards can guide design and assurance, but safety depends on the specific use, data, controls, testing, and ownership.
Where should a business start with deepfake risk?+
Protect high-impact actions with identity checks, independent confirmation, approval separation, and a record of the evidence used.
SOURCE LEDGER
Primary sources
Official material is linked directly. Claims are paraphrased and checked against the source status available on 2026-08-13.FRICTION EDITORIAL CONTROL
Original analysis. Visible limitations. No invented certainty.Prepared by Friction Research and reviewed against primary sources. This material is general information, not legal, tax, financial, or regulatory advice. Requirements can change; verify material decisions with the relevant authority or a qualified adviser.Read our editorial policyREADER EXCHANGE
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