INSIGHTS
Each briefing separates the operational problem, current source position, implementation implications, evidence to retain and what remains uncertain.
DDAI briefings are general information. They are not legal advice, certification guidance or a substitute for professional review of a specific system.
Briefing 01
The strongest use case is rarely the one with the most impressive demonstration.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
Read briefingBriefing 02
A demonstration proves that a model can produce an interesting output under controlled conditions.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
Read briefingBriefing 03
Artificial-intelligence procurement requires more than asking whether a supplier “uses artificial intelligence”.
Source status: Primary official sources checked on 19 July 2026. The linked United Kingdom guidance and European public-buyer resource were publicly accessible on that date.
Read briefingBriefing 04
An organisation cannot govern what it cannot reconstruct.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
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Human oversight is not achieved by placing a person somewhere near the workflow.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
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Different roles need different competence. A board member does not need the same training as a developer.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
Read briefingBriefing 07
Connecting a model to approved documents can improve source quality, but retrieval does not solve the whole governance problem.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
Read briefingBriefing 08
Evaluation should begin with the intended decision and user outcome.
Source status: DDAI practical guidance. No external primary-source claim is relied on for this operational briefing.
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