This short paper discusses continually updated causal abstractions as a potential direction of future research. The key idea is to revise the existing level of causal abstraction to a different level of detail that is both consistent with the history of observed data and more effective in solving a given task.

翻译：本简短文件讨论了作为未来研究潜在方向的不断更新的因果抽象概念。 关键的想法是将现有的因果抽象程度修改为不同的详细程度,既符合观察数据的历史,又能更有效地解决特定任务。