EcosystemSUMMIT & RESEARCH
AI for development · SELECTED MOMENT · 0:44

Evaluation should continue during use as models and contexts change.

Free short preview · Research has to happen during deployment

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Rachel ColdicuttFounder · Careful IndustriesLinkedIn ↗

Evaluation should continue during use as models and contexts change.

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Attributed contributors: Rachel Coldicutt. “Evaluation should continue during use as models and contexts change..” Responsible AI: Ethics, Governance and Practice. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 20:04–20:49. https://cs-ecosystem.commonshare.workers.dev/evidence/E-915b05d4b3b5

Interpretation and context.

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

normative argument

Evaluation should continue during use as models and contexts change.

Contributors
Rachel ColdicuttFounder · Careful IndustriesLinkedIn ↗

Proposed mechanism: Repeated review catches change after deployment.

Conditions: Resourced ongoing assessment.

Limit: Suggested quarterly cadence is not a tested universal standard.

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