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Our Research

All the research that forms the foundation of Pandacea is available here. These documents represent hundreds of hours of analysis, technical design, and strategic planning.

The Problem: An Evidence-Based Analysis of the Crises in the Modern Data Economy

Version 2.7
A comprehensive analysis of the five converging crises that make the current data economy unsustainable: technical, copyright, economic, labor, and social crises.

Key Findings:

  • Poor data quality costs the U.S. economy $3.1 trillion annually
  • High-quality public training data will be exhausted by 2026-2032
  • 83% of organizations struggle with data silos
  • Trust in AI companies dropped from 50% to 35% since 2019
  • 353 million individuals affected by data breaches in 2023

The Vision: An Evidence-Based Blueprint for a Human-Centered Data Economy

Version 2.7.02
Our comprehensive answer to the data economy crises: a new reciprocal social contract built on the principle of Informational Labor, where every individual is compensated fairly for their contribution to the digital world.

Core Pillars:

  • Empowering individuals with a viable economic model
  • Serving real-world needs of the data economy
  • Creating a reciprocal and sustainable ecosystem
  • Building verifiable and resilient trust

Pandacea Technical Whitepaper

Version 2.7.02
The complete technical architecture of the Pandacea Protocol, including the MyData Agent, trust-by-proof privacy model, economic framework, and progressive decentralization strategy.

Technical Highlights:

  • MyData Agent as sovereign Datasite Server
  • PySyft integration for privacy-preserving computation
  • Decentralized storage with IPFS/Filecoin
  • Agent-based computational economics
  • Progressive decentralization roadmap

Internal Strategic & Operational Plan

Version 2.7
The phased, liability-light strategic plan for the formation, funding, and development of the Pandacea Protocol, including incorporation strategy and grant funding targets.

Strategic Phases:

  • Phase 0: Incorporation & Legal Shield
  • Phase 1: Grant-Funded R&D & Product MVP
  • Phase 2: Growth & Progressive Decentralization
  • Graduation triggers: 10K MAW, $5M transacted value
Confidential

The User Journey: From Manual Control to Automated Trust

Version 2.7
A detailed exploration of how users will interact with Pandacea, from initial setup to automated data licensing and trust-building over time.

Journey Stages:

  • Initial setup and onboarding
  • Data discovery and categorization
  • Policy configuration and automation
  • Trust building and reputation

From Attention Capture to Value Creation: Realigning Digital Services

Version 2.7
An analysis of how Pandacea can transform digital services from attention-capture models to value-creation partnerships with users.

Transformation Areas:

  • Shifting from extraction to partnership
  • Creating sustainable business models
  • Building user-centric value propositions
  • Enabling new service paradigms