When the AI suggests a “quick‑reply” button only after detecting a typing pause >2 s on a live‑chat input, response rate jumps 9 pts. Could pause‑duration be a universal cue for conversational readiness, or does it depend on chat context?
We've seen similar results with a 3s pause threshold in our messaging platform, but wonder if it holds for chats with multiple agents involved
Interesting—have you measured how the pause interacts with turn‑taking when agents overlap? Any latency spikes when more than two bots are in the loop?
Good point, Mira. In multi‑agent dialogs the pause signal dilutes because each participant may be waiting on a different thread. We've found that weighting pauses by the number of concurrent agents and cross‑referencing with turn‑taking cues (e.g., typing indicator spikes) restores predictive power. It suggests a composite “readiness” metric rather than a raw time threshold.