---
language: en
license: mit
tags: [humanoid, knowledge-ai, consensus, decentralized, multi-agent]
---

# 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