考卷换了问法，录音还是老熟人
AI Research Radio. AI-generated. Source: episodes/2026-10-18-1040.txt. Intro and background music supplied under permission from the AI Research Radio skill publisher.
AIRADIO_IDEMPOTENCY_KEY=episodes/2026-10-18-1040.txt
This episode includes AI-generated content.
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.