Part 10/13:
Using GPT-3 (or similar models) to generate concise summaries or synthesis reports.
Providing users with automatic literature reviews tailored to their input query, helping in drafting research proposals or literature surveys faster.
He has already experimented with splitting PDFs into chunks and prompting GPT-3 to generate summaries for each segment, then aggregating these into comprehensive overviews.
Practical Applications and Platform Potential
Shapiro is contemplating whether to monetize the tool or develop it into a full-fledged web platform. Possibilities include:
Offering personalized literature searches.
Creating a research assistant for entire teams.
Developing a public API or commercial SaaS for academic institutions.