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Context-Based Firewall for Learning Artificial Intelligence Entities

机译:用于学习人工智能实体的基于上下文的防火墙

摘要

Detecting and blocking content that can develop undesired behavior by artificial intelligence (AI) entities toward users during a learning process is provided. Input information is received for a set of one or more AI entities. Characteristics of the input information are evaluated based on rules of a selected policy from a set of policies and learned characteristics of information associated with a corpus of information. It is determined whether a result of evaluating the characteristics of the input information exceeds a predefined threshold. In response to determining that the result of evaluating the characteristics of the input information exceeds the predefined threshold, the input information for the set of AI entities is filtered by performing a selective filtering action, using a firewall, based on context of the input information.
机译:提供了一种在学习过程中检测和阻止可能由人工智能(AI)实体向用户发展不良行为的内容。接收一组一个或多个AI实体的输入信息。基于从一组策略中选择的策略的规则以及与信息语料库相关联的学习到的信息特性,来评估输入信息的特性。确定评估输入信息的特性的结果是否超过预定阈值。响应于确定评估输入信息的特性的结果超过预定阈值,通过使用基于输入信息的上下文的防火墙执行选择性过滤动作来过滤用于AI实体集合的输入信息。

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