# Wizard: Manipulate Any World in Real Time via Agentic Control

Source: https://arxiv.org/abs/2610.40339
Published: 2026-10-29
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Recent advances in video world models have enabled the generation of increasingly realistic and interactive virtual environments, opening new possibilities for player-customizable gameplay. Agentic frameworks

## Review question

Compare accepted end-to-end outcomes, tool permissions, intervention rate, recovery behavior and total cost on the same workload. A polished demo does not establish unattended reliability.

No independent proof check or claim of peer review.