Agile Deliberation: How AI helps humans define the gray areas
The article explains Agile Deliberation, a method that uses an interactive workflow and an LLM-driven optimization loop to build accurate AI image classifiers for subjective categories.
Key points
- •It employs an interactive workflow guiding users from scoping sub-categories to resolving edge cases.
- •An LLM-driven optimization loop is used to automatically build an accurate and aligned classifier.
- •The method addresses the challenges of building AI image classifiers for subjective categories.