No. 5 Feb 2, 2026
crowd-cast:
Crowd-Sourcing Action-Annotated Long-Horizon Digital Labour
Capturing Long-Horizon Human Work
We release the biggest long-horizon screencast dataset in the world, and open-source infrastructure for action-annotated crowd-sourcing.
Franz Srambical, Alfred Nguyen, Mihir Mahajan, Stefan Bauer
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No. 4 Jan 15, 2026
crowd-code 2.0:
Crowd-Sourcing Long-Horizon Human SWE Traces
Capturing Long-Horizon Human-Agent Cowork
We release over six months of SWE traces across 25 people, and a VS Code/Cursor extension for capturing human software engineering in the age of coding agents.
Alfred Nguyen, Mihir Mahajan, Franz Srambical, Stefan Bauer
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No. 3 Nov 2, 2025
AGI-CAST:
Making Agents Work Like Humans
600 Hours of AGI Research
We at p(doom) started capturing everything we do, and openly release over 600 hours of AGI research.
Franz Srambical
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No. 2 Aug 5, 2025
🧞‍♀️ Jasmine:
A Simple, Performant and Scalable JAX-based World Modeling Codebase
Jasmine
Training Real-World Agents in World Models
We release the biggest Minecraft dataset in the world, and a production-ready codebase for world modeling from unlabeled videos.
Mihir Mahajan, Alfred Nguyen, Franz Srambical, Stefan Bauer
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No. 1 Jun 22, 2025
crowd-code:
Crowd-Sourcing A Dataset To Make Agents Code Like Humans
crowd-code
Capturing Long-Horizon Human Software Engineering
We open-source infrastructure that allows anyone to participate in crowd-sourcing a dataset of software engineering traces.
Franz Srambical, Mihir Mahajan
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Publications
October 30, 2025
Jasmine: A Simple, Performant and Scalable JAX-based World Modeling Codebase [arXiv]
World Modeling
April 29, 2025
PPO Is An Off-Policy Algorithm [Blog]
Reinforcement Learning
March 26, 2025
Performance-degradation Free Value Assertions in JAX [Blog]
Infrastructure
February 12, 2025
PPO Is Secretly Using Monte Carlo Advantage Estimation In LLM Post-Training [Blog]
Reinforcement Learning
September 26, 2024
Neural Networks Do Not Generalize Out-of-Distribution [Blog]
Roadmap
June 8, 2024
Going Beyond the Causal Mask in Language Modeling [Blog]
Language Modeling
December 7, 2023
ACT: Adaptive Compute Transformer [Blog]
Language Modeling