# 5.3 Utility of GNO

#### (1) Confidence Staking for KO

Knowledge Originators may stake GNO alongside their submissions to signal trust in their accuracy. Incorrect or low-quality contributions may incur slashing, while high-quality submissions receive boosted royalty weights.

Stake → Signal → Earn (or Risk)\
A market-driven mechanism that rewards epistemic rigor.

***

#### (2) Incentives for Knowledge Assessors (KA)

KAs receive GNO for performing accurate, reliable evaluations of knowledge assets. Their reward rates are modulated by:

* Historical accuracy
* Peer agreement
* Reputational weight
* Complexity of evaluation tasks

This ensures that knowledge quality remains a public good supported by rational economic actors.

***

#### (3) Royalty Settlement & Value Flow

Although royalties may be paid in stablecoins or other accepted payment units, GNO functions as a weighting and settlement asset for distributing attribution-based rewards.

Inference-level value flow:

1. AI system consumes knowledge
2. Inference Meter logs usage
3. Royalty pool distributes proportionally
4. GNO adjusts payout weights or converts settlement

GNO thus acts as the economic backbone powering the knowledge market.

***

#### (4) Governance Layer

GNO holders participate in protocol governance, including:

* Adjustment of staking parameters
* Validation thresholds
* Royalty distribution weights
* Knowledge asset standards
* Treasury usage and ecosystem grants

Governance integrates token-based voting with reputation-weighted mechanisms to prevent plutocratic capture.

***

#### (5) Knowledge Asset Economy Participation

GNO is used in:

* Staking on high-value knowledge assets
* Curating asset registries
* Bootstrapping liquidity for new asset classes
* Participating in forecasting or verification markets

This makes GNO a versatile utility asset across the entire lifecycle of knowledge.


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