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Retire benchmark-datasets root archive and update current artifact references
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Task transfer

Release classification Experiment
Formal Demon Attack training, four-task evaluation

Shared checkpoints and datasets have one canonical location in benchmark-models and benchmark-datasets. Fixed references and source limits are in each manifest. Latency profiles use the existing profiles repository.

Verification uses fixed Git/LFS object identities and sizes. The formal task data and evaluation references remain pinned in the task manifest. Complete framework loading was not repeated.

Consolidation and source-retirement report.

The root joint-training archive and earlier evaluation versions were retired on 2026-10-08. Formal Demon Attack checkpoints, current four-task evaluations and paper numerical inputs remain available.