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cs.AI2026

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications

Leanne Tan, Rohan Jaggi, Shaun Khoo +1

The paper introduces Kaleidoscope, an integrated workflow that combines persona‑based test generation, contextual rubrics, and human review with LLM‑based judges to provide reliabl…