决定你人生品质的，不是世界怎么看你，而是你如何看待你自己的世界。

[LG] Orthogonal Finetuning Made Scalable [Max Planck Institute for Intelligent Systems & University of Cambridge] arxiv.org

[LG] Who Does What in Deep Learning? Multidimensional Game-Theoretic Attribution of Function of Neural Units [University Medical Center Eppendorf & University of Cambridge] https://arxiv.org/abs/2506.19732

[LG] Command-V: Pasting LLM Behaviors via Activation Profiles [CMU] https://arxiv.org/abs/2506.19140

[CL] Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations [University of Washington] https://arxiv.org/abs/2506.19004

[LG] Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models [Northwestern University] https://arxiv.org/abs/2506.18945

[CL] DiffuCoder：Understanding and Improving Masked Diffusion Models for Code Generation [Apple] https://arxiv.org/abs/2506.20639 --- [LG] Language Modeling by Language Models [Allen Institute for AI] https://arxiv.org/abs/2506.20249 --- [CL] Inside you are many wolves: Using cognitive models to interpret value trade-offs in LLMs [Harvard University] https://arxiv.org/abs/2506.20666 --- [LG] Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer [Courant Institute of Mathematical Sciences & Google Research] https://arxiv.org/abs/2506.20650 --- [LG] Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards [FAIR at Meta] https://arxiv.org/abs/2506.20520

这个世界上最大的“监狱”，不是用钢筋水泥建造的，而是我们自己思维的产物。

[CL] Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models [Duke University & Meta] https://arxiv.org/abs/2506.17585

[LG] In-Context Learning Strategies Emerge Rationally [Stanford University & Harvard University] https://arxiv.org/abs/2506.17859

[LG] Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection [Microsoft] https://arxiv.org/abs/2506.18145

[LG] The 4th Dimension for Scaling Model Size [University of Illinois at Urbana-Champaign & University of Toronto] https://arxiv.org/abs/2506.18233