README / README.md
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Continual Learning Exam

Continual Learning Exam studies long-horizon agent work in professional settings. The current showcase contains five tasks, each unfolding over five stages. New information arrives as the work progresses, and earlier work carries forward.

Explore the five tasks and preview their files

How to use the datasets

These four repositories describe the same five tasks, with different kinds of material and different access levels.

If you want to… Dataset What it contains Access
Read the assignments Task Cards A browsable table of 25 stage-level records: instructions, requested outputs, and an inventory of available input files. Public
Inspect the material given to an agent Task Inputs Instructions and task-facing files, including messages, documents, data, and source notices. Public
Review how work is judged Task References Evaluation rubrics and ground-truth references, kept separate from the agent's inputs. Manual approval required to download
Access the complete task packages Task Archive Original packages with inputs, setup material, and evaluation material. Manual approval required to download

The two approval-gated repositories have visible pages, but their files cannot be downloaded without approval. The public Task Cards and Task Inputs do not include reference answers or evaluation code.