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---
license: apache-2.0
---
# LoopX benchmark research releases
Each release keeps its own methods, scope, qualifications and limitations.
- [FrontierCS-2 batch_local_counting: four-arm single-host pilot](public/frontiercs2-batch-local-counting-20261102-v1/README.md): 63 train and four final evaluations, original candidate tars/patches, configuration and numeric usage observations. This is an unqualified diagnostic study, not a leaderboard or causal-benefit claim.
- [Earlier reviewed export index](public/RELEASES.json): the previously published EdgeBench collections and their own source/qualification notices.
The collection metadata license above does not relicense third-party task context. Consult each release's attribution and license mapping.