AI4 min read
Video Understanding
Gemini 3.6 Flash counts state changes but misses blinks
Video language models fail at simple event bookkeeping, a new arXiv study shows. Gemini 3.6 Flash counts persistent state changes up to 12 events but has no reliable region for transient blinks; extra frames inflate accuracy without faithful recovery, with only 0.2% of high-count final counts correct.
2026-08-12