8 Matching Annotations
  1. Jun 2026
    1. By handling the specific invalid behavior instead of rejecting the entire trajectory, this approach helps prevent the training instability and model collapse that can happen when rollouts are abruptly stopped.

      大多数人认为在AI训练中发现不良行为时应立即终止整个训练轨迹,但作者认为应该处理特定无效行为而非拒绝整个轨迹。这一观点挑战了AI训练中的'一刀切'方法,表明更精细化的行为管理可以防止训练不稳定和模型崩溃,从而提高训练效率。

  2. Mar 2023
    1. // - This article provides an intersectional study of: - climate change, - collective action research - terror management theory / mortality salience - it explains the beneficial impacts of non-rational relational ontology and recommends the use of ritual practices based on this as a way to promote pro-environmental behavior

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    2. Abstract

      // abstract - summary - Rationalist approaches to environmental problems such as climate change - apply an information deficit model, - assuming that if people understand what needs to be done they will act rationally. - However, applying a knowledge deficit hypothesis often fails to recognize unconscious motivations revealed by: - social psychology, - cognitive science, - behavioral economics.

      • Applying ecosystems science, data collection, economic incentives, and public education are necessary for solving problems such as climate change, but they are not sufficient.
      • Climate change discourse makes us aware of our mortality
      • This prompts consumerism as a social psychological defensive strategy,
      • which is counterproductive to pro-environmental behavior.
      • Studies in terror management theory, applied to the study of ritual and ecological conscience formation,
      • suggest that ritual expressions of giving thanks can have significant social psychological effects in relation to overconsumption driving climate change.
      • Primary data gathering informing this work included participant observation and interviews with contemporary Heathens in Canada from 2018–2019.
  3. May 2021
  4. Feb 2021
  5. Oct 2020
  6. May 2020