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AudioInputStream → LLMReasoningTokens + AudioOutputStream (no STT/TTS stages)
Processes continuous audio input tokens directly within a single LLM and generates audio output tokens without discrete speech-to-text (STT) or text-to-speech (TTS) pipeline stages; the model reasons in the acoustic domain and can talk while thinking by interleaving text reasoning tokens with audio output tokens.
Problem it solves
Cascaded STT→LLM→TTS pipelines accumulate latency and lose prosodic/paralinguistic information at each conversion step; end-to-end audio I/O eliminates both penalties.
Consumes
Emits
Establishes
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.