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FlowState: An autonomous ML agentic workflow that diagnoses data, iterates pipeline code, and optimizes recommender systems end-to-end by competing against itself, to make machine learning easier.
ASTRA is a shopping agent that routes buyers and browsers down separate retrieval paths, asks questions with highest information gain, gates recommendations on confidence and longterm memory relevance
Achieved 1.9x to 31.7x Performance Increase, with 7.7x Geomean on a single-node RTX 4090 with Ada Lovelace Architecture!
