Proteus demonstrates DeepSeek Harness evolving itself to add first-class audio support through 30 self-directed episodes. The system learned to safely validate and persist audio files, transcribe them via a configurable provider-neutral interface, and ground transcripts into prompts and commands like /goal and /plan.