Rule Discovery Participants’ final hypotheses were coded as correct or incorrect using Gemini 2.5 Flash-Lite (Google API).111The pre-registration specified coding would be done using Anthropic’s Claude Haiku 4.5. We decided to use Gemini 2.5 Flash-Lite instead because it was available through our institution’s sandbox and cheaper to deploy at scale. A hypothesis was coded as correct if it specified “even numbers” (or equivalent) as the only requirement. Hypotheses that were more specific (e.g., “even numbers increasing by 2”) or more general (e.g., “any three numbers”) were coded as incorrect. 504 participants (90.5%) provided a hypothesis in Round 3 and were included in discovery rate analyses.222The rate of completion did not differ significantly by condition, χ2(4)=9.04\chi^{2}(4)=9.04, p=.060p=.060.
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Built on a shared FastConformer encoder (Conv2d 8x subsampling → N Conformer blocks with relative positional attention):
当地时间2026年3月1日，伊朗德黑兰，以军发布的视频截图显示其对“伊朗恐怖政权总部”发动大规模打击。此前一天美以联合袭击导致伊朗最高领袖哈梅内伊身亡。（视觉中国/图）