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Jinrui Gu

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#artificial intelligence Preprint Aug 2026

Harness Continual Learning: Continual Adaptation Beyond Model Parameters

Harness Continual Learning is formulated, a new continual learning paradigm in which the harness evolves around a frozen foundation model, and the resulting loss of earlier behavior as harness-level forgetting is defined.

Borui Kang, Jinrui Gu, Junhan Lv et al. · 0 citations