DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing
Video mashup creation represents a complex video editing paradigm that recomposes existing footage to craft engaging audio-visual experiences, demanding intricate orchestration across semantic, visual, and auditory dimensions and multiple levels. However, existing automated editing frameworks often overlook the cross-level multimodal orchestration to achieve professional-grade fluidity, resulting in disjointed sequences with abrupt visual transitions and musical misalignment. To address this, we
Record details
Published: 6 April 2026
Source: arXiv
Category: Research
Topics: Safety & alignment · Agents & autonomy · Transparency
Retrieved: 14 July 2026
Related evidence
These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.
Coupled Control, Structured Memory, and Verifiable Action in Agentic AI (SCRAT -- Stochastic Control with Retrieval and Auditable Trajectories): A Comparative Perspective from Squirrel Locomotion and Scatter-Hoarding
arXiv · 3 April 2026
Cognitive Comparability and the Limits of Governance: Evaluating Authority Under Radical Capability Asymmetry
arXiv · 3 April 2026
From Helpful to Trustworthy: LLM Agents for Pair Programming
arXiv · 11 April 2026
A Framework for Longitudinal Health AI Agents
arXiv · 13 April 2026
Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
arXiv · 21 April 2026
COMPASS: The explainable agentic framework for Sovereignty, Sustainability, Compliance, and Ethics
arXiv · 11 March 2026
How to cite this record
ethics.ai (6 April 2026), “DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing,” evidence record 6306, https://ethics.ai/record/6306 (originally published by arXiv).
Use and limitations
This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.