Interactivity Benchmarks

FD-bench, Audio MultiChallenge + new TimeSpeak/CueSpeak (proactive audio) and RepCount-A/ProactiveVideoQA/Charades (visual proactivity); TML-Interaction-Small: 0.40s turn-taking latency, dominates interaction quality