...: 1_5172600118695690956-gcom259t.mp4

: Creates a virtual persona to present the material.

: Analyzes paper content to create visual layouts. Subtitle Builder : Generates a natural-sounding script. 1_5172600118695690956-GCOM259t.MP4 ...

This paper introduces , an autonomous agent designed to transform scientific papers into professional presentation videos. It automates the creation of slides, subtitles, and even a "talking head" avatar. : Creates a virtual persona to present the material

The agent significantly outperforms baseline models in maintaining logical flow and visual clarity. This paper introduces , an autonomous agent designed

Ablation studies show that the "Cursor Builder" is critical for helping viewers follow complex mathematical formulas and charts. 5. Conclusion

: Adds visual cues (like a laser pointer) to guide the viewer’s attention. 3. Methodology & Benchmark

The researchers address the difficulty of keeping up with the rapid pace of scientific publishing. They propose a system that converts complex PDF papers into digestible video summaries using a multi-agent framework. 2. The PaperTalker Agent The system consists of four specialized builders: