Forgetful Attention: A Trainable Support-Vector Memory with Certified Selection and Exact Unlearning
arXiv:2607.12204v1 Announce Type: new Abstract: Attention can be viewed as an online learner over context, yet existing test-time memories cannot certify that dropping a token leaves outputs unchanged