achiepatricia/han-knowledge-consensus-engine-v1

Humanoid Knowledge Consensus Engine (HKCE)

HKCE is a decentralized neural alignment model designed to synchronize knowledge states between humanoid agents.

Architecture

• Knowledge Embedding Encoder
• Divergence Detection Layer
• Consensus Aggregation Network
• Alignment Confidence Head

Capabilities

• Detect knowledge conflicts
• Merge distributed belief states
• Compute consensus confidence
• Reduce cognitive divergence

Training Data

han-distributed-knowledge-alignment-dataset-v1

Output

• Merged knowledge state
• Divergence score
• Consensus validation signal