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Debjyoti Paul

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Preprint Jul 2026

A Control System, a Dataset, and a Recipe for Making Frozen LLM Agents Learn a Domain

This work treats the harness-control-system code, the cross-domain verifiable task suite, the full trajectory/reward-decomposition logs from training, and a provider-agnostic deployment recipe for applying this to a new organization's domain and verification setup.

Debjyoti Paul · 0 citations