Problem Statement
DAOs managing validator delegation on Ethereum or staking platforms face several structural challenges:
⚠️ 1. Static Logic, Manual Updates
Delegation strategies often rely on:
Fixed thresholds or scripts,
Infrequent proposal cycles,
Delays between metric change and action.
This leads to underperformance in dynamic markets.
⚠️ 2. Zero Auditability
AI bots (where used) are:
Opaque,
Not verifiable,
Impossible to trust or govern.
DAOs cannot prove that delegation logic was correct — only that it was executed.
⚠️ 3. No Monetization of Strategy
Even if an off-chain agent is accurate:
It earns no revenue,
Has no on-chain value,
And cannot be governed, shared, or sold.
DAOs lack the infrastructure to tokenize their intelligence.
🔍 Core Pain Points Recap:
Performance Drift
Validator uptime/APR changes rapidly — logic lags behind
Slashing Risk
Delegating to unstable validators → lost yield
Lack of Verifiability
No proof of why or how decisions were made
No Assetization Path
AI agents can't generate revenue or act as economic units
Hubic solves these gaps with zk-inference pipelines and RWA-enabled agents — where every model is verifiable, composable, and monetizable.
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