Top DeAI Thematics

We are halfway through our DeAI series, so I thought now may be a good time to call out a few themes / categories which I was particularly bullish on which hadn’t been discussed much.

 

So far, my top three candidates are:

 

1) Datalakehouses / Warehouses

 

2) Graph Neural Net Foundational Models

 

3) Agent Orchestration / Interoperatibility

 

Data Warehouses

For AI and crypto to truly converge, both smart contracts and on-chain agents will require more context-specific data. Today’s smart contracts are quite limited in the data available to them at the point of execution. High performant data warehousing solutions could make large swaths of, hopefully verified, data available to query at the point of execution – providing a much higher degree of personalizat

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"...mechanisms for agents to establish trust and verify the authenticity and reputation of other agents..." => Autonolas (aka OLAS) is rolling out Proof of Active Agent (PoAA) whereby staked OLAS is the mechanism to ensure trustworthy execution to achieve an outcome in a multi-agent system

It's basically PoS but for Agent Activity. Have you seen other models you like to build reputation/authenticity for agent economies?