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Broad Listening
Example topic — seeded for demonstration. The statements and votes here are illustrative, not collected from real participants. Where should AI sit in group facilitation — running the room, or supporting a human facilitator?
Strong consensus emerges around a hybrid model: respondents broadly agree that AI should handle structure while humans retain judgment, making the AI-plus-human pairing the clearest point of agreement in this poll. There is also moderate cross-group openness to the idea that AI reduces human bias in discussions. Genuine divides persist over whether AI can fully replace human facilitators, whether it improves accessibility, and whether people are more honest with AI than with humans — all of which split the room without clear consensus.
The best model is AI handling structure while humans handle judgment calls.
React to a few statements — it shapes the map.
The best model is AI handling structure while humans handle judgment calls.
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