2 papers
cs.CR2026
Threshold Choice, Not Sample Size, Bounds Trustless Verification of Nondeterministic Compound AI Workflows
Alper Alimoglu
Compound AI pipelines chain LLM calls, retrievers, and tools and are nondeterministic: sampling, model updates, and volatile tool responses make one input yield different outputs a…
cs.DC2025
EDGChain-E: A Decentralized Git-Based Framework for Versioning Encrypted Energy Data
Alper Alimoglu, Kamil Erdayandi, Mustafa A. Mustafa +1
This paper proposes a new decentralized framework, named EDGChain-E (Encrypted-Data-Git Chain for Energy), designed to manage version-controlled, encrypted energy data using blockc…