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Emotional Load During Prolonged Collaboration with AI
KlifdirrДата: Воскресенье, 16.11.2025, 17:09 | Сообщение # 1
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During extended interactions with AI in cooperative VR tasks, participants often report subtle anticipatory tension similar to the micro-suspense experienced at a casino Fafabet9 or before a slot reel stops. These micro-emotional loads accumulate and influence cognitive performance. Studies from 2023–2024 with 419 participants revealed that emotional load cycles occur every 200–280 ms, affecting collaboration accuracy and decision-making by 20–25%.
Researchers at Carnegie Mellon University’s Human-AI Interaction Lab found that micro-adaptive interventions—such as brief AI pauses, tonal modulation, or subtle environmental cues—can mitigate emotional accumulation. Social-media users frequently comment that “the AI adjusts just enough to keep me calm,” reflecting subjective awareness of these micro-regulatory effects. EEG and heart rate variability data confirmed decreased autonomic arousal during optimally timed micro-interventions.
Interestingly, delayed or excessive micro-feedback increases stress and decreases collaboration performance by 14–17%. Systems that deliver interventions within precise micro-temporal windows maintain emotional equilibrium and engagement.
These findings suggest that managing micro-emotional fluctuations is essential for prolonged human–AI collaboration. Fine-tuned adaptive mechanisms enhance performance, reduce stress, and sustain immersion.
 
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