blockchain 1byzantine fault tolerance 1DAG 1fairness 1language model evaluation 1math benchmarks 1MEV 1repeated sampling 1self-inspection methods 1token budget 1transaction ordering 1
From the 2 of 3 linked papers with an AI index.
3 papers
cs.CL2026
Sample More, Reflect Less: Self-Refine and Reflexion Lose to Repeated Sampling at Equal Token Cost, from 1.5B to 7B
Iliya Mirzaei
The paper empirically compares self‑inspection methods (self‑refine, reflexion, debate, etc.) with a simple repeated‑sampling baseline across 1.5B‑7B language models on math benchm…
cs.DC2026
Fair on the Surface: Transaction-Ordering Bias and MEV in Mysticeti DAG-based BFT Protocol
Iliya Mirzaei, Mohammad Javad Amiri
The paper shows that the Mysticeti DAG-based BFT protocol used by the Sui blockchain has systematic transaction-ordering biases that give lower-indexed validators an advantage, ena…
cs.NI2026
Stateless Network-Aware Adaptive Bitrate Streaming over IPFS
Iliya Mirzaei, Shabnam Jafarzade Mojaveri, Amirhossein Najafizadeh
Modern content delivery is increasingly decentralized, improving availability, cost, and reach for geographically distributed users. The InterPlanetary File System (IPFS) is a prom…