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synthetic data

3 articles

What LLM-only social networks reveal
Research/May 6

What LLM-only social networks reveal

A study of a Facebook-like platform filled with LLM agents analyzes 184,203 posts and 465,136 comments to map emergent social behavior.

Synthetic computers for long-horizon agent training
Research/May 1

Synthetic computers for long-horizon agent training

A method for building synthetic user computers at scale, then simulating month-long productivity tasks to train and evaluate agents.

Physics Simulators as RL Data for LLM Reasoning
Research/Apr 14

Physics Simulators as RL Data for LLM Reasoning

Researchers train LLMs on synthetic physics from simulators and report zero-shot gains on IPhO problems, showing a new path beyond web QA data.