Project Falcon - Research Paper v1.0

[JohannaWeb]

I'd like to share a paper on a decentralized trust protocol I've been developing.

Project Falcon introduces a mathematical framework for subjective transitive trust with temporal decay and Sybil resistance, designed for the AT Protocol ecosystem but applicable to any decentralized node graph.

The core contribution is a trust scoring function that is:

• Subjective and transitive via weighted bridge aggregation
• Temporally decaying to force proof of continuous activity
• Sybil-resistant through non-linear tanh squashing
• Conflict-penalized via an entropy coefficient for divergent bridge reports

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This discussion was created from the release Project Falcon - Research Paper v1.0.