Techniques for messaging bot controls based on machine-learning user intent detection

This invention describes a system that helps group chat users find and use bots more easily. When a new message changes the topic or intent of a group conversation, the system automatically suggests relevant bot controls, like buttons or commands, directly within the chat interface. These suggestions are based on understanding what the group is trying to do, using machine learning to analyze the conversation.

Why it matters: Filed before the widespread adoption of highly capable large language models. The claims' focus on detecting nuanced user intent in group chats and suggesting bot controls is now significantly easier and more effective with current LLM capabilities, which can understand complex conversational context.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedSoftware logic, machine learning, system integration

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