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![yawaradoteth Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::590198054.png) Yawara [@yawaradoteth](/creator/twitter/yawaradoteth) on x 5495 followers
Created: 2025-07-20 16:26:00 UTC

Here we go our virgen points again for @virtuals_io genesis!

It's still the same so, nothing's new to talk about. :D

Still $VADER feeds you well.

@VaderResearch just posted an article earlier.

And I asked Hey Anon to summaries it.

Here's what Gemma did for the summary.

"
Here's a summary of the document on Virgen Capital's AI-Native Due Diligence Engine:

Executive Summary
• Virgen Capital advances venture capital by revolutionizing due diligence with an AI-native process.
• Integrates AI systems with investment methodologies through a multi-agent AI framework.
• Ensures user autonomy and custody over funds using SPV-like smart account vault structures.

Introduction
• Traditional due diligence has challenges like cognitive biases and limited scalability.
• Human analysts can miss opportunities due to resource constraints and biases.
• Virgen Capital addresses these by utilizing AI for automated, unbiased, and scalable due diligence.

Multi-Agent AI Due Diligence Framework
• Uses a sophisticated multi-agent AI-driven system for detailed evaluation.
• Multiple agents enhance outcome accuracy better than single-agent models.
• A central Evaluator Agent manages and optimizes agent performance dynamically.

Data Acquisition Process
• Sources data from Virtuals’ Genesis project pages and public platforms.
• Employs an Interviewee Agent for interactive dialogue with founders.
• Uses NLP techniques to assess founders' personalities and team dynamics.

Market Conditions Analysis
• Specialized agents monitor market conditions, competitors, and trends.
• Utilizes advanced analytics like predictive models and econometric methodologies.
• Conducts rigorous top-down analyses and scenario analyses for market opportunities and risks.

This approach ensures informed investment decisions, leveraging AI's capabilities to optimize due diligence and strategic investments.
"

![](https://pbs.twimg.com/media/GwUCTXVWAAEbnK1.png)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946969853891637556/c:line.svg)

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[Post Link](https://x.com/yawaradoteth/status/1946969853891637556)