3 papers
cs.CL2025
A-VERT: Agnostic Verification with Embedding Ranking Targets
Nicolás Aguirre, Ramiro Caso, Ramiro RodrÃguez Colmeiro +2
The automatic evaluation of Language Model (LM) responses is a critical piece in the development of benchmarks and metrics, both for model training and quality assessment of produc…
cs.DC2024
Decentralized AI: Permissionless LLM Inference on POKT Network
Daniel Olshansky, Ramiro Rodriguez Colmeiro, Bowen Li
POKT Network's decentralized Remote Procedure Call (RPC) infrastructure, surpassing 740 billion requests since launching on MainNet in 2020, is well-positioned to extend into provi…
cs.DC2024
Relay Mining: Incentivizing Full Non-Validating Nodes Servicing All RPC Types
Daniel Olshansky, Ramiro RodrÃguez Colmeiro
Relay Mining presents a scalable solution employing probabilistic mechanisms, crypto-economic incentives, and new cryptographic primitives to estimate and prove the volume of Remot…