# LEDGER – Architecture & Teardown
📰 Medium · Machine Learning
Learn how LEDGER's architecture outperforms traditional trust-based designs in multi-agent task boards
Action Steps
- Read the LEDGER article on Medium to understand its architecture
- Analyze the teardown of traditional trust-based designs
- Apply LEDGER's principles to your own multi-agent task board projects
- Compare the performance of LEDGER with trust-based designs
- Configure your system to use evidence-based decision making
Who Needs to Know This
Machine learning engineers and researchers can benefit from understanding LEDGER's evidence-based approach to improve their own multi-agent systems
Key Insight
💡 Evidence-based designs can lead to more durable and efficient multi-agent systems
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Discover how LEDGER's evidence-based multi-agent task board outperforms trust-based designs
Full Article
**An evidence-based durable multi-agent task board, and why it beats the trust-based design it’s modeled against.** Continue reading on Medium »
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