Video understanding models still hallucinate on mirror-reflection clips, creator says
venturetwins · x · 2026-07-21
The post says video understanding models are still not good enough.
- It uses generated AI videos with mirror reflections as a stress test.
- When the clip is shown to models like GPT-5.6, Gemini, and Fable, they produce hallucinations and contradictory reasoning.
- The point is that reliable video understanding still has a long way to go.
Related event: Video Understanding Models Still Struggle with Mirror Reflections(2 posts)→
More from Multimodal
- Storyboard-first workflows are making AI dance videos and influencers more consistent — aftahi_ai · 2026-07-22
- Interactive video should be judged by responsiveness, not just frame quality — Soggy_Limit8864 · 2026-07-22
- Runpod MCP and Claude help spin up image and video generation workflows — 802high · 2026-07-22
- Midjourney prompt turns a bee into a glitching pixel explosion — michaelrabone · 2026-07-22
- A physics reward can improve video generation without creating a real physics engine — Dapper-Drawer4546 · 2026-07-22
- HeyGen adds a media-sourcing skill for coding agents with 75k images and 10k tracks — HeyGen · 2026-07-22