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Curious whether video generation models (like #SORA) qualify as world models? We conduct a systematic study to answer this question by investigating whether a video gen model is able to learn physical laws. Three are three key messages to take home: 1⃣The model generalises perfectly for in-distribution data, but fails to do out-of-distribution generalization. For combinatorial scenarios, scaling law is observed. 2⃣The models fail to abstract general rules and instead tries to mimic the closest training example. 3⃣The model prioritizes different attributes when referencing training data: color > size > velocity > shape. This work is a joint effort with our outstanding intern Yang Yue. Paper: Webpage:
Bingyi Kang606,519 views • 1 year ago
I just tested the world’s first ALL-IN-ONE AI Video Agent… and it feels like talking to a full film crew. You share an idea → it builds the story → plans every shot → generates the final cut. This is #Flovaai #AIAgents #AIvideo #Sora #Gemini #Veo #nanobanana #wan2.5
SANI BULA195,614 views • 5 months ago
〜 Echoes of Grace 〜 ご覧あれ 🔈🔈🔈 Powered by #Sora OpenAI #genai #動画生成ai
Kaku Drop 架空飴300,301 views • 1 year ago
X encourages original video content, so I’m giving it a try to see if it gets any traction! Original AI music video. If you like this song, please like and comment! ❤️ ~ Every bit of your support is the motivation for me to keep sharing great music! #UnsentLetter #Tunee #sora #HealingLoveSong #MissedLove #OriginalVideo #AImusic #aivideo #AIart ~ Blue V accounts: Follow me and I’ll follow you back! #BlueVFollowBack #BlueVMutualFollow ~藍v只要關注我都會回關 #蓝V互关 #藍V互關
三木真黒29,678 views • 1 month ago
