EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 1:23

GOAL argues AI requires continuing checking and human oversight beyond deployment.

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Mala RamDigital Technology Programmes Specialist · GOAL Global

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Mala RamDigital Technology Programmes Specialist · GOAL Global

GOAL argues AI requires continuing checking and human oversight beyond deployment.

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Attributed contributors: Mala Ram. “GOAL argues AI requires continuing checking and human oversight beyond deployment..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 23:52–25:16. https://cs-ecosystem.commonshare.workers.dev/evidence/E-762d2ff1c755

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Analyst synthesis. The recording establishes that a claim was made. It does not independently establish the claimed effect.

practitioner argument

GOAL argues AI requires continuing checking and human oversight beyond deployment.

Contributors
Mala RamDigital Technology Programmes Specialist · GOAL Global

Proposed mechanism: Review outputs and sources throughout use.

Limit: The contrast with other digital systems is simplified.

assurance learningmaintenancereliability

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