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title: README
emoji: 📝
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colorTo: blue
sdk: static
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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](https://haoyu-zhao.github.io/CLE/tasks/)**

## 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](https://huggingface.co/datasets/Continual-Learning-Exam/CLE-Tasks) | 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](https://huggingface.co/datasets/Continual-Learning-Exam/CLE-Task-Inputs) | Instructions and task-facing files, including messages, documents, data, and source notices. | Public |
| Review how work is judged | [Task References](https://huggingface.co/datasets/Continual-Learning-Exam/CLE-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](https://huggingface.co/datasets/Continual-Learning-Exam/CLE-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.