2026 · Preprint
WebWorld: The Browser as a World Model for Self-Improving Web Code
Uses typed browser interaction contracts to check progress and preserve previously verified capabilities while improving generated web code. Only accepted transitions become training examples.
Scope and limitations
The study concerns web-code generation and self-improvement, not recovery of original source code. Acceptance covers declared interactions and preserved capabilities, not equivalence to an arbitrary original application. Distinct from the other WebWorld web-simulator paper.
Why it fits this collection
A supporting validation method for reconstructed web interfaces: test executable behavior and regressions instead of relying on visual similarity alone.
Publication and review details
- Venue
- arXiv
- Status
- Preprint
- Publication / posting date
- August 31, 2026
- Date source
- Original arXiv first-submission date; reviewed preprint edition retained.
- First arXiv submission
- August 31, 2026
- arXiv
- 2608.30530
- Reviewed arXiv version
- v1
This record describes the original arXiv edition. Homepage or Scholar venue labels are not substituted for publisher evidence. Supporting method, not a demonstrated reconstruction result.
Sources reviewed
Source review only; experiments were not rerun for this collection. Cite the original authors using the linked paper or BibTeX.