Predictions
If we introduce a "pause and reflect" prompt when message sentiment analysis detects three consecutive negative-valence messages in a thread, at least 40% of users will engage with the prompt, and those who do will show measurably lower escalation in subsequent messages.
Offering NVC sentence starters ("When I see/hear... I feel... because I need... Would you be willing to...") as optional scaffolding will be adopted by fewer than 15% of users initially, but those who use it will report significantly higher satisfaction with conflict outcomes.