ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

arXiv 2026 30.8 method

TLDR

ResearchStudio-Reel automates converting research papers into editable posters, videos, and blogs using agent-based skills and shared extraction.

Reasoning

The paper presents a novel system for automating research dissemination with editable artifacts and factual consistency, but its scope is limited to the 'last mile' and does not address scientific discovery or experimentation. The benchmark is only on posters, leaving other artifacts less validated.

Read-first score

Read-first score 30.8, weighted from topical fit, citation, graph, method, reproducibility, and recency signals. Original total remains 10.

Recency 8%

100

Uses a gentle age decay so recent papers surface without erasing older foundations. 2026

Reproducibility 25%

Screens links and visible text for paper, code, dataset, artifact, and repository signals. pdf=True; code=False; dataset=False; markers=artifact,code

Methodology quality 25%

Screens visible abstract and analysis fields for experiment, dataset, baseline, metric, and limitation evidence. markers=benchmark

Topical relevance 42%

8.3

Uses existing LLM keyword relevance scores normalized to 0-100. AI scientist,automated scientific discovery,autonomous research agent,automated research,literature review agent,survey generation,automated experimentation,experiment design agent,AI for scientific research,paper writing agent,research automation,scientific discovery agent

Field roles

Frontier

Rank sensitivity

Stability: volatile; rank range: 34.

Keyword Scores

research automation

AI for scientific research

automated research

paper writing agent

AI scientist

automated scientific discovery

autonomous research agent

literature review agent

survey generation

automated experimentation

experiment design agent

scientific discovery agent

Resources

Paper