Datasets

We publish the benchmarks and training sets behind our work on continual learning for agents — the construction method, the grading rubrics, and enough raw samples to judge the data for yourself. No aggregate scores without the evidence underneath.

Continual Learning Exam

CLE · Expert task ladders for agents that have to keep learning
Benchmark

102 human-authored persona ladders across 14 occupational domains. Each ladder gates five levels behind the one before it.

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102ladders
509graded levels
14domains

Contact: huichi.zhou.25@ucl.ac.uk