AUG 19, 2026 · PREPRINT
Harness Continual Learning: Continual Adaptation Beyond Model Parameters
arXiv
Early-stage methodological work proposing a novel continual learning framework with proof-of-concept experiments on multiple tasks but no clinical or patient outcomes, no comparison to established gold-standard methods, and no peer review.
Reported
Relative gain over baselinesexceeding 10%