Worth knowing
Agile Deliberation: How AI helps humans define the gray areas
This framework offers a practical method for aligning AI models with nuanced human intent in subjective domains like content moderation without requiring manual prompt engineering.
What happened
Google Research has introduced Agile Deliberation, an open-source framework that uses vision-language models to help humans build AI image classifiers for subjective categories. The system guides users through scoping concepts and resolving edge cases via borderline images, feeding human feedback into an automated prompt optimization loop.
Who it’s about
- Google Research
- Agile Deliberation
Source

Google Research
Agile Deliberation: How AI helps humans define the gray areas
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