llm_agi.md

LLM AGI

• LLM AGI
  • Survey
  • World Model
  • AGI Insights
  • Talks
  • Misc

Survey

World Model

• World and Human Action Model (WHAM) 🤗

  · (nature)

• GameFactory: Creating New Games with Generative Interactive Videos, arXiv, 2501.08325, arxiv, pdf, cication: -1

  Jiwen Yu, Yiran Qin, Xintao Wang, ..., Di Zhang, Xihui Liu · (vvictoryuki.github) · (huggingface) · (GameFactory - KwaiVGI)

• 🌟 Cosmos - NVIDIA

• ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation, arXiv, 2412.18600, arxiv, pdf, cication: -1

  Hongjie Li, Hong-Xing Yu, Jiaman Li, ..., Jiajun Wu · (awfuact.github)

• GenEx: Generating an Explorable World, arXiv, 2412.09624, arxiv, pdf, cication: -1

  Taiming Lu, Tianmin Shu, Junfei Xiao, ..., Alan Yuille, Jieneng Chen · (𝕏)

• Genie 2: A large-scale foundation world model

  · (𝕏)

• AI system to generate 3D worlds from a single image 𝕏

  · (t)

• 🌟 Generative World Explorer, arXiv, 2411.11844, arxiv, pdf, cication: -1

  Taiming Lu, Tianmin Shu, Alan Yuille, ..., Daniel Khashabi, Jieneng Chen · (generative-world-explorer.github) · (𝕏) · (youtube)

• The Matrix Infinite-Horizon World Generation with Real-Time Interaction

  · (mp.weixin.qq)

• DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning

• lucid-v1 - SonicCodes

• WHALE: Towards Generalizable and Scalable World Models for Embodied Decision-making, arXiv, 2411.05619, arxiv, pdf, cication: -1

  Zhilong Zhang, Ruifeng Chen, Junyin Ye, ..., Yang Yu, Zhi-Hua Zhou

• How Far is Video Generation from World Model: A Physical Law Perspective, arXiv, 2411.02385, arxiv, pdf, cication: -1

  Bingyi Kang, Yang Yue, Rui Lu, ..., Gao Huang, Jiashi Feng · (phyworld.github)

• Oasis: A Universe in a Transformer

  · (open-oasis - etched-ai)

• WorldSimBench: Towards Video Generation Models as World Simulators, arXiv, 2410.18072, arxiv, pdf, cication: -1

  Yiran Qin, Zhelun Shi, Jiwen Yu, ..., Wanli Ouyang, Ruimao Zhang

  · (iranqin.github)

• Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation, arXiv, 2410.13232, arxiv, pdf, cication: -1

  Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, ..., Dongha Lee, Jinyoung Yeo

AGI Insights

• Automated Capability Discovery via Model Self-Exploration, arXiv, 2502.07577, arxiv, pdf, cication: -1

  Cong Lu, Shengran Hu, Jeff Clune · (ACD - conglu1997)

Talks

• 🎬 No Priors Ep. 80 | With Andrej Karpathy from OpenAI and Tesla
• 🎬 It's Not About Scale, It's About Abstraction

Misc