US US20260236784A1
[0000] Techniques are provided for enabling autonomous agent behavior in generative language models through time-synchronized input methods. A generative language model is configured with a system prompt instructing the model to generate substantive responses at times determined by the model and null response markers when no response is needed. The system injects time values from an external clock into the context window of the model at regular intervals. A null response filter removes responses generated by the model containing the null marker and displays substantive responses to users when no null response marker is generated. The system enables precise temporal awareness by allowing the model to independently determine when to generate responses based on injected time values. Additional implementations incorporate state information comprising environmental variables and duration tracking for elapsed time measurements. This approach improves upon conventional reactive models by enabling autonomous time- and state-aware behavior while maintaining the fundamental text generation capabilities of the model.
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