https://liner.com/review/transformers-are-sample-efficient-world-models
Transformers are Sample Efficient World Models [Quick Review]
Regarding this ICLR 2022 paper, this review summarizes IRIS, a sample-efficient RL agent using a Transformer-based world model for dynamics learning.
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https://aws.amazon.com.rproxy.goskope.com/aws-startups/learn/world-models-and-the-multimodal-ai-stack-rewriting-the-rules-of-robotics/
World Models and the multimodal AI stack: rewriting the rules of robotics | AWS Startups
World Models and the multimodal AI stack: rewriting the rules of robotics.
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https://vor.tech/
VOR.TECH — open multiplayer gameplay data for world models
Thousands of hours of frame-aligned, 10-player first-person gameplay with full game state — free for research, so anyone can train multiplayer world models.
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https://www.agenticbrew.ai/news/50fea931-9d45-4339-947b-a19857c6465c/odyssey-raises-310m-series-b-for-ai-world-models
Odyssey raises $310M Series B for AI world models — AI News | Agentic Brew
Odyssey (OdysseyML) raised a $310M Series B funding round at a $1.45B valuation, backed by Amazon, AMD Ventures, and GV, to accelerate development of general...
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https://www.vaayushop.com/blog/category/ai-use-case/ecommerce/
Ecommerce Archives - Enterprise Infra for Decision Intelligence with World Models
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https://arxiv.org/abs/2608.17959v1?ref=notatechguy.com
[2608.17959v1] Towards Zero-Shot Task Transfer with Neurosymbolic World Models
Abstract page for arXiv paper 2608.17959v1: Towards Zero-Shot Task Transfer with Neurosymbolic World Models
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https://emergent.sh/news/gavel-graph-world-models-llm-task-planning
GAVEL: Graph World Models for LLM Task Planning Verified
New GAVEL framework uses graph-based world models to verify and optimize long-horizon LLM task planning, reducing hallucination and improving efficiency.
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https://events.trymimetic.com/events/sf/saturday-robotics-x-stanford-robotics-world-models-reading-club-32-stanford-103
Saturday Robotics x Robotics Center: Robotics & World Models Reading Club 32: Robotics Center...
Sat, Oct 3, 2 PM in San Francisco. Free. 148 attending. Approval required. Hosted by Saturday Robotics, Junfan Zhu. Saturday Robotics × Robotics Center
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https://rewirebio.io/tags/world-models/
World Models | rewirebio.io
Articles on World Models across machine learning, genomics, and molecular design.
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https://www.aiforswes.com/p/62
ML for SWEs 62: World models are the breakthrough AI agents need
Aug 13, 2025 - Welcome to machine learning for software engineers.
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https://www.ri.cmu.edu/event/toward-curiosity-driven-embodied-learning-through-world-models/
Toward Curiosity-Driven Embodied Learning Through World Models - Robotics Institute Carnegie Mellon...
Abstract: Curiosity allows animals and humans to learn through interaction without explicit instruction. This thesis asks how principles of natural curiosity...
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https://techstrong.tv/videos/techstrong-gang/ai-accountability-reasoning-standards-and-the-future-of-world-models
AI Accountability, Reasoning Standards and World Models | Techstrong.tv
Techstrong Gang examines AI accountability, safety commitments, reasoning standards and AMD’s World Labs agreement through evidence and oversight.
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https://polycrunch.com/projects/4NnQxn
Loraine Howard III - Miscellaneous New World Models
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Code Optimization, Digital Defense, World Models (Web Development, Engineering Management,...
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https://www.unite.ai/veeda-ai-raises-90m-seed-backed-by-khosla-and-radical-to-build-world-models-for-physical-ai/
Veeda AI Raises $90M+ Seed Backed by Khosla and Radical to Build World Models for Physical AI –...
Aug 19, 2026 - Veeda AI, the Toronto-headquartered startup founded by computer vision researcher Sanja Fidler weeks after her departure from Nvidia , has raised more than...
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https://www.digit-ai.fr/en/blog/ami-labs-yann-lecun-modeles-du-monde-1-milliard
AMI Labs: Yann LeCun raises 1 billion for world models — what it changes for SMBs | Digit-AI
Mar 17, 2026 - Turing Award winner Yann LeCun leaves Meta and raises $1.03 billion for AMI Labs in Paris. World models, JEPA architecture, robotics: analysis and impact for...
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https://fugumt.com/autoreport/daily/2026-09-28-2609.36305v1_Bilinear_World_Models_Learning_Representations_with_Structured_Dynamics_for_Effi.en.html
2026-09-28 Daily Report: Bilinear World Models: Learning Representations with Structured Dynamics...
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https://www.mainlandmoment.com/nvidia-cosmos/
NVIDIA Cosmos: Next-Gen World Models And AI Infrastructure Powering Robotics & Real-World Automation
Jan 13, 2026 - Explore NVIDIA Cosmos, the next-gen AI and world modeling platform powering robotics and real-world automation efficiently.
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https://www.wispaper.ai/en/blog/cortex-2-0-grounding-world-models-industrial-deployment-20260423/eng
Cortex 2.0: Grounding World Models in Real-World Industrial Deployment
Cortex 2.0 is a general-purpose Vision-Language-Action (VLA) model designed for industrial manipulation. It introduces a visual-latent world model and a...
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https://www.thedeepview.com/articles/world-models-accelerate-with-usd1b-bet-on-lecun
World models accelerate with $1B bet on LeCun | The Deep View
Mar 10, 2026 - Another world model startup has come out of the gate swinging. On Tuesday, Advanced Machine Intelligence, a startup founded by former Meta Chief Scientist...
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https://nexchron.com/creative/runway-world-models-pivot-40m-arr
Runway Pivots to World Models, Adds $40M ARR
Runway added $40M in annual recurring revenue in Q2 2026 and is pivoting from AI video generation to world models, targeting direct competition with Google Veo...
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https://reel-stack.com/news/runway-training-general-world-models-to-simulate-physical-reality-2026-01-01
Training General World Models to Simulate Physical Reality — Runway | ReelStack
Jan 1, 2026 - The development of General World Models aims to move beyond simple pixel prediction toward a deep understanding of environmental physics. This research...
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https://activemodels.ai/why-world-models-will-fail-in-healthcare/
Why World Models Will Fail in Healthcare
Mar 17, 2026 - Everyone is excited about world models. The idea is compelling: learn a latent representation of reality, predict forward, and make better decisions than...
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https://www.yehey.com/2026/09/yeheycom-ai-world-models-next-frontier.html
Yehey.com - AI World Models: The Next Frontier in Spatial Intelligence
Image courtesy by QUE.com The artificial intelligence landscape is shifting from text and image generation toward something far more ambit...
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https://www.ecomstation.ai/id/blogs/beyond-the-chatbot-why-alibaba-is-betting-290m-on-world-models
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minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models — AI Paper...
May 28, 2026 - minWM is a full-stack open-source framework for converting bidirectional text-to-video (T2V) or text-and-image-to-video (TI2V) diffusion foundation models
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https://world-models.io/en/labs/stanford/
Stanford | AI & Robotics Research | world-models.io
Stanford's contributions to world models, AI, robotics, and embodied intelligence research. Explore benchmarks, sources, use cases, and related research.
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https://underline.io/lecture/77240-learning-neuro-symbolic-world-models-with-conversational-proprioception
Learning Neuro-Symbolic World Models with Conversational Proprioception | Underline
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What are JEPA and world models, and how do they differ from token prediction? | Lutz Finger
Lutz Finger's answer to "What are JEPA and world models, and how do they differ from token prediction?", drawn from his Forbes column and writing. Sources...
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https://arinsider.co/2026/10/15/can-xr-unlock-and-accelerate-world-models/
Can XR Unlock and Accelerate World Models? - AR Insider
Oct 16, 2026 - A hot take in the XR world states that AI is the force multiplier it's been waiting for. That's valid, but incomplete as the inverse is true.
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14-min podcast explainer with full transcript: Kepler: Auditable World Models for ARC-AGI-3 (Wu). Key takeaways, chapter timestamps and our reservations. An AI...
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https://www.aislop.ai/metas-agentic-social-net-amazons-agentic-squelch-world-models-get-boost/
Meta's Agentic Social Net; Amazon's Agentic Squelch; World Models Get Boost
Mar 11, 2026 - Today's AI Outlook: ЁЯМея╕П Meta Buys Social Network For Bots (Which Is About As 2026 As It Gets) Meta has acquired Moltbook, a small but viral social platform...
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https://www.netapp.com/blog/world-models-data-infrastructure-physical-ai/
World models and data infrastructure for physical AI | NetApp Blog
Jan 27, 2026 - Discover how world models transform physical AI, enabling simulation, data reuse, and governance at scale. Learn to manage complex data to accelerate and...
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https://www.engkraft.com/2026/06/04/revisiting-the-notion-of-state-in-world-models-what-does-it-really-mean/
Revisiting the notion of "State" in World Models - what does it really mean? - Re-Imagining Reality...
Jun 16, 2026 - A recent substack article on world models by Fei-Fei Li suggests a taxonomy of world models – renderers, simulators and planners. Embedded in the article is a...
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https://events.trymimetic.com/events/sf/world-models-gpus-coffee-oct-2026
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https://nano-matter.com/knowledge/how_do_causal_world_models_revolutionize_nanomaterial_synthesis_in_2026.php
How Do Causal World Models Revolutionize Nanomaterial Synthesis in 2026? | nano-matter.com
Sep 20, 2026 - The Shift Toward Causal Mechanics in Advanced Materials Traditional approaches to nanomaterial synthesis have long relied on empirical trial and error...
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https://www.vaayushop.com/blog/tag/real-estate/
Real Estate Archives - Enterprise Infra for Decision Intelligence with World Models
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https://accl.kaust.edu.sa/topics/predictive-world-models
Predictive World Models | Accelerated Connected Computing Lab
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https://singularityhub.com/2025/01/13/a-chatgpt-moment-is-coming-for-robotics-ai-world-models-could-help-make-it-happen/
A ChatGPT Moment Is Coming for Robotics. AI World Models Could Help Make It Happen.
Feb 25, 2025 - Just as ChatGPT signaled an inflection point for AI to enter the mainstream; robots may be nearing a similar breakout moment.
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https://cbodnar.com/talks/world-models-fluid-dynamics/
World Models for Fluid Dynamics · Cristian Bodnar
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Trio — Situated World Models
Sign in to explore Trio Situated World Models, including Trio-Spark v1.0.
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https://ai-news.club/posts/world-models-could-unlock-the-next-revolution-in-artificial-intelligence/
World models could unlock the next revolution in artificial intelligence | AI-News.Club | Latest...
Why today’s AI systems struggle with consistency, and how emerging world models aim to give machines a steady grasp of space and time
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https://bunzee.ai/magazine/374/The%20Technical%20Understanding%20of%20Multimodal%20AI%20and%20World%20Models
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The Technical Understanding of Multimodal AI and World Models |Modality is Not a 'Data Format' But a 'System of Information Representation'Text, images, and...
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https://mbrenndoerfer.com/writing/dreamer-family-latent-imagination-world-models
Dreamer Family World Models - Interactive
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https://newsletter.techbuzz.ai/p/the-breakout-moment-for-world-models
The Breakout Moment for World Models
Fei Fei Li: Physical AI is Next Frontier + World Labs' Marble 3D World Model, LeCun leaves Meta to start World Model startup, xAI Raises $15B Also: Shutdown...
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https://journal.hcmue.edu.vn/index.php/hcmuejos/article/view/4800
THE APPLICATION OF REAL-WORLD MODELS IN THE ENGINEERING DRAWING COURSE AT HO CHI MINH CITY...
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MuZero vs TD-MPC2 | Comparison | world-models.io
Comparing MuZero (MCTS planning) and TD-MPC2 (model-predictive control) for model-based RL. Explore benchmarks, sources, use cases, and related research.
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https://proceedings.iclr.cc/paper_files/paper/2025/hash/7d03c6bf9f07acb4038eea96c63db52d-Abstract-Conference.html
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation
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https://ai-engage.co/2026/10/15/can-xr-unlock-and-accelerate-world-models/
Can XR Unlock and Accelerate World Models? - AI Engage
Oct 16, 2026 - A hot take in the XR world states that AI is the force multiplier it's been waiting for. That's valid, but incomplete as the inverse is true.
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https://thetechmarketer.com/world-models-ai-startups-secrecy-funding/
World Models Are AI’s New Secretive Frontier as Billions Pour In
Sep 21, 2026 - World models are attracting billions in funding while leading AI startups keep their technology under wraps. Here is what the secrecy means.
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https://www.nacle.com/New-Mexico/NM-CLE/Courses/Law-in-the-Age-of-Large-World-Models-Navigating-Liability-Autonomy-and-Synthetic-3023
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Q&A, world models | Lutz Finger
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Cosmos 3: Omnimodal World Models for Physical AI | Changhyun Choi
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https://embeddedvisionsummit.com/2026/session/beyond-whats-in-the-image-world-models-for-understanding-and-predicting/
Beyond “What’s in the Image?”: World Models for Understanding and Predicting - 2026 Summit
Mar 22, 2026 - Traditional computer vision excels at answering “what is in the image,” but many real systems need “what is happening” and “what will happen next.” World...
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Government solar schemes Archives - Enterprise Infra for Decision Intelligence with World Models
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https://www.wispaper.ai/zh/blog/worldcache-content-aware-caching-video-world-models-20260324/zho
WorldCache: Content-Aware Caching for Accelerated Video World Models
本文提出了 WorldCache,一种针对视频世界模型(Video World Models)的感知约束动态缓存框架。该方法基于 Diffusion Transformer (DiT) 架构,通过运动自适应阈值和显著性加权漂移估计,在 Cosmos-Predict2.5 等模型上实现了 2.3...
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https://www.a16z.news/p/a-functional-taxonomy-of-world-models/comments
Comments - A Functional Taxonomy of World Models
Jun 3, 2026 - Renderers, Simulators, Planners, and the Loop That Connects Them
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https://www.cis.upenn.edu/~cis6280/
CIS 6280 · World Models
Learned representations and predictors of environment dynamics for perception, planning, and decision making.
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https://world-wide.org/seminar/finding-needle-haystack-functional-xhp69l8a
Finding the needle in the haystack – Functional circuit and network models for neuroscience - World...
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Physical AI with World Foundation Models | NVIDIA Cosmos
NVIDIA Cosmos is a platform of state-of-the-art generative world foundation models (WFMs), advanced tokenizers, guardrails, and an accelerated data processing...
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