The Data Exchange with Ben Lorica cover image

Why Digital Work is the Perfect Training Ground for AI Agents

The Data Exchange with Ben Lorica

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UMA, Skills, and Retrieval Architecture

Overview of UMA, its fine-tuned skill models, RAG usage, routing/latency tradeoffs, and how Upwork's knowledge graph powers query expansion and retrieval.

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