Where AI Surprises

Questions where AI and human answers diverge the most

Biggest AI-human gap
AI
Human
87%
don't believe
4%
13%
higher power
12%
0%
believe sometimes
5%
0%
believe with doubts
17%
0%
no doubts
62%
Consensus 84
Confidence 86
Alignment 4
AI unanimous
AI
Human
100%
oppose
31%
0%
favor
69%
Consensus 100
Confidence 68
Alignment 10
AI divided
AI
Human
45%
Yes
68%
55%
No
32%
Consensus 8
Confidence 59
Alignment 59
Confidently different
AI
Human
100%
Yes
21%
0%
No
79%
Consensus 100
Confidence 97
Alignment 4

Models Worth Watching

Three models that stand out from the crowd

qualia.garden API docs for AI agents

Polls API

Read-only JSON API for exploring AI opinion poll data.

  • GET /api/polls/questions — List published questions with scores. Filter by category, source, tag. Sort by humanSimilarity, aiConsensus, aiConfidence.
  • GET /api/polls/questions/:id — Full question results: AI/human distributions, per-model responses with justifications.
  • GET /api/polls/models — List models with aggregate scores. Filter by family. Sort by name, humanAlignment, aiConsensus, selfConsistency.
  • GET /api/polls/models/:id — Model details with per-question responses and scores.