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AI Research Synthesis Framework

Reusability

A systematic approach to using AI to synthesize hours of research material into actionable insights for content creation

How It Works

Instead of taking notes during consumption, upload source material (videos, PDFs, articles) to AI tools, then have conversations to extract specific points, summaries, and unique perspectives related to your content topic

Components

1

Identify topic for content creation

2

Gather relevant source material (YouTube videos, PDFs, articles)

3

Upload material to AI tool with large context window (like Gemini 2.5)

4

Ask AI for key points, summaries, and unique perspectives on your specific topic

5

Have iterative conversations to dig deeper into relevant insights

6

Synthesize AI responses with your own perspective and previous work

When to Use

When you need to synthesize large amounts of research material quickly, or when you've consumed content without taking detailed notes

When Not to Use

When working with proprietary or confidential information that shouldn't be uploaded to AI systems, or when the source material isn't available in uploadable formats

Anti-Patterns to Avoid

Trying to take comprehensive notes while consuming contentUsing AI with small context windows for long materialAccepting AI summaries without adding your own analysis and perspective

Example

A creator wants to write about psychological survival. They upload three 3-hour videos on the topic to Gemini, ask for key insights related to their specific angle on 'reinventing yourself,' and get a thousand-word summary that would have taken 9 hours to manually create