Intent-Centric Data and Infra Exchange - Seeking feedback

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We are building a resource coordination protocol for AI devs, agents, and physical AI to discover, negotiate, commit, and settle on data, infra, and capital, on-demand.

For the data exchange, we have developed a design for a solver node that anyone can run to satisfy incoming intents termed as “Request for Data” i.e. RFDs. - www.reppo.exchange

The design of the solver node that will operate on the exchange is available here - solver-node/README.md at main · Reppo-Labs/solver-node · GitHub

As you will notice, we are not explicity using juvix here. That’s the next step. We first wanted to show a simple PoC to showcase the functionality.

Currently, the node is designed to call models on Opengradient’s model hub and generate synthetic data to satisfy RFDs.

In the future, we expect anyone to be able to customize the solver node, optimizing for a certain class of RFDs and similarly, we are also planning to build an infra.exchange, which will leverage primciples of intent-centricity to matchmake AI builders and agents with infra providers, on-demand.

I’m curious to know if it makes more sense to contrain the formation of RFDs i.e. the intent in a specific format for them to be standardized for consumption by solver nodes or does it make more sense to leverage Anoma’s tech solely in how solver’s consume and solve for RFDs.

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Thank you for the post @rgreppo and it’s great to see the PoC come to life!

If I understand correctly, a Request for Data (RFD) is a rather verbose/parametrized data structure which is used to seek specific (AI training) data for a model. If that’s correct, I personally think developing a specific intent format makes sense in order to maximize useful requests in the system. This can perhaps be an initial solution before opening up the system to more generalized/arbitrary requests.

It might be helpful to answer this question on the basis of a concrete RFD. What would be the most trivial RFD to send to a solver node which would still result in something valuable to a customer? Here, we could attempt to take the parameters of this “MVP RFD” and model them as an Anoma intent.