1_5172600118695690956-gcom259t.mp4 ... May 2026

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

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: 1_5172600118695690956-GCOM259t.MP4 ...

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