8 Matching Annotations
  1. Sep 2026
    1. Regenerating summaries of the same trajectory did not reproduce the behavior with Astra or any checkpoint which has been used for internal or external traffic.

      【局限】研究的一个重要局限性是,无法通过重新生成摘要来复现这种行为。这表明该现象可能是特定训练条件下的瞬时行为,但也意味着研究团队难以在受控环境中进一步分析和验证这一现象的根本原因。

  2. Jul 2024
    1. Whenever a teacher orally explains something to a class or a pupil, wheneverpupils talk to each other or hear speech, the information presented is transient. Byits very nature, all speech is transient. Unless it is recorded, any spoken informationdisappears. If it is important information for the learner, then the learner must tryto remember it. Remembering verbal information often can be more easily achievedif it is written down. Writing was invented primarily to turn transient oral informa-tion into a permanent form. In the absence of a permanent written record, thelearner may need to use a mental rehearsal strategy to keep information alive inworking memory before it dissipates. The more information there is to learn, themore difficult it becomes to remember, unless it is written down, or students haveadditional access to a permanent record. Furthermore, if spoken informationrequires complex processing, then the demands made on working memory becomeeven more intrusive. For example, if a teacher explains a point using several spokensentences, each containing information that must be integrated in order to under-stand the general gist, the demands made on working memory may be excessive.Information from one sentence may need to be held in working memory whileinformation from another sentence is integrated with it. From this perspective, suchinformation will create a heavy cognitive load. Accordingly, all spoken informationhas the potential to interfere with learning unless it is broken down into manageableproportions or supported by external offloads such as written notes.

      Note to self: - Transient = Fading - Non-Transient = Permanent

  3. Nov 2023
  4. Apr 2021
  5. Feb 2021
  6. Jan 2021