Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.10385.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Academic paper presenting MOONWALK, a pre-production review system for animation/VFX that aligns intent, evidence, and action through a shared intent record, anchored references, structured WIP comparison, and supervisor-authorized action planning. An in-studio study with professionals found stronger intent alignment, decision traceability, and checklist executability than a chat-only AI interface.

Concrete design framework plus open-source implementation with empirical comparison against conversational AI in a real creative-production setting, addressing criteria drift and lost reasoning in senior-junior handoffs.

Cited by

No citations on record.