Unverified50% confidenceFactExact time
Whether SimpleLoRIF's simplification strategy (backpropagating only the last few blocks, low-rank approximation) is equally effective on other model architectures, and how strong the causal relationship is between gradient alignment scores and downstream safety metrics, still require more independent verification.
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10/28/2026
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