FIELD NOTES TOPIC

tool augmentation

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  1. Entity Binding Failures in Tool-Augmented Agents

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    This research paper focuses on a problem in tool-augmented language model agents called 'entity binding failures'. These failures occur when an agent performs actions incorrectly even though it has chosen the right…