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STAGE 1: INGESTION
STAGE 2: EVALUATION
STAGE 3: OUTPUT
RAW DATA
CHUNKS
CRITIQUE
APPROVED
REVISE
INPUT
(Streamlit/OCR)
ARBITER
(Initial Pass)
SCRUTINIZER
(Deep Critique)
VALIDATOR
(QA Check)
MENTOR
(Feedback Translation)