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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Human Evaluation and Reinforcement Learning from Experience

Approach to agent training: benchmarks, human expert evaluators on Upwork as reward signals, and the custom RL-from-Experience (RL-EF/RLEF) tooling that blends classic RL with LLM representations.

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