Copyright 2025 Nicolo Ribaudo Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ...

In the existing HTML report, filenames include the full path name and are cut off when nested. The full path is required for the --html-detail option. It would be nice to only show the file or ...

困扰人工智能数十年的“灾难性遗忘”难题，终于迎来破局时刻。谷歌研究团队近日在NeurIPS2025会议上正式发布Nested Learning（嵌套学习）——一种受人类神经可塑性启发的全新机器学习范式，首次让AI模型在持续学习新任务的同时，几乎完全保留旧知识，遗忘率逼近零。这一突破标志着AI正从“一次性专家”迈向“终身学习者”的关键转折。 为何AI总“学了就忘”? 传统神经网络在学习新技能（如编程 ...

人工智能领域长期面临的“知识遗忘”困境，近日因谷歌研究团队提出的创新框架迎来重大突破。在NeurIPS2025学术会议上，科研人员正式公开了名为“嵌套学习”（Nested Learning）的全新机器学习范式，该技术通过模拟人类神经系统的动态调节机制，首次实现了AI模型在持续学习过程中对历史知识的近乎零损耗保留，标志着智能系统从“静态知识容器”向“动态成长体”的范式转变。 传统神经网络在应对多任务 ...

在人工智能研究领域，持续学习与知识巩固的难题长期困扰着科学家。传统大模型在预训练阶段虽能吸收海量信息，却在后续学习新内容时面临“灾难性遗忘”困境——新知识的学习往往导致旧技能衰退，如同用新磁带覆盖旧录音。这一核心矛盾推动Google Research团队提出突破性理论框架，试图从底层重构AI学习机制。 研究团队在论文《嵌套学习：深度学习架构的幻觉》中指出，当前技术路径的局限源于架构与算法的割裂。过 ...

Stuart Wilson, a birdwatcher living in Colchester, has raised concerns about how the falcons will know where the nesting box ...

Google unveils HOPE, a self-modifying AI model that learns continuously, outperforming LLMs and advancing toward human-like intelligence.

Experts in Kent are to undertake a painstaking operation to relocate an Ancient Egyptian coffin lid to its new home. The 3,000-year-old artefact currently resides in the Great Hall at Chiddingstone ...

IT之家 11 月 10 日消息，谷歌研究院于 11 月 7 日发布博文，为攻克 AI 模型在持续学习新知识时遇到“灾难性遗忘”难题，介绍了嵌套学习（Nested Learning）全新机器学习范式。 当前的大语言模型尽管强大，但其知识仍局限于预训练数据或有限的上下文窗口，无法像人脑一样通过“神经可塑性”（Neuroplasticity，指大脑能够根据经验、学习和环境变化来调整自身结构和功能的能力 ...

After a 2024 breakthrough album about her father’s death, the audacious Vermont singer-songwriter squares up to her mother’s living absence—and, without her, finds her own way forward. Frances’ ...