WebWorld: The Browser as a World Model for Self-Improving Web Code

arXiv:2608.30530 · cs.CL, cs.SE · Submitted 2026-08-31 · Read on arXiv

cs.CL, cs.SE

Submitted: 2026-08-31

Updated: 2026-08-31

Terminology

• Benchmark — 18× in this paper · explained in 2 episodes
• Trace — 18× in this paper · explained in 2 episodes
• World Model — 14× in this paper · explained in 7 episodes
• Verifier — 12× in this paper · explained in 2 episodes
• Verification — 11× in this paper · explained in 2 episodes
• Ablation — 9× in this paper · explained in 1 episode
• Failure Modes — 4× in this paper · explained in 3 episodes
• Benchmarking — 3× in this paper · explained in 3 episodes
• Affordance — 2× in this paper · explained in 1 episode
• Reinforcement Learning — 2× in this paper · explained in 4 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Deep Reinforcement Learning — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Provenance — 1× in this paper · explained in 3 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes

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