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Continual learning and evaluating how AI agents learn across sequences of tasks

calendar_today June 29, 2026 person Snorkel Team domain snorkel-ai

Most agent benchmarks evaluate each task as an independent episode. The agent receives a task, produces an answer, gets scored, and moves on. The next task starts as if the previous one never happened.

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