World Models
Brendon.BOT has curated 6 items on world models across 5 shelves (blog, insights, papers, podcasts, videos), with available analysis and source links. Historical and pinned items may not have a current quality assessment.
Papers (1)
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Honeycomb: Constant-Size Scene Memory Representation for Video World Models
arXiv
Honeycomb shows you can keep video world-model memory fixed in size without sacrificing long-horizon consistency.
Podcasts (1)
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A World Model of Life: Biohub's Alex Rives on Virtual Cells, Measurement, & the $1.8B Data Push
Cognitive Revolution
Alex Rives frames the $1.8 B Virtual Biology Initiative as a data-first approach to a world model of life, building on the success of the ESM protein language model. The promise of “predictive virtual cells” pushes the…
Videos (1)
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Qwen-AgentWorld The World Model for Agents
Sam Witteveen
Sam does a solid job dissecting the paper, specifically the jump in performance after RL training shown at the 6:15 mark. We're moving past simple prompt engineering into a phase where agents need simulated…