4 papers · 1 filter
PREFER: Personalized Review Summarization with Online Preference Learning
Millend Roy, Agostino Capponi, Vineet Goyal
Product reviews significantly influence purchasing decisions on e-commerce platforms. However, the sheer volume of reviews can overwhelm users, obscuring the information most relev…
An end-to-end agentic pipeline for smart contract translation and quality evaluation
Abhinav Goel, Chaitya Shah, Agostino Capponi +1
We present an end-to-end framework for systematic evaluation of LLM-generated smart contracts from natural-language specifications. The system parses contractual text into structur…
Agentic AI for Clustering, Relationship Discovery, and Semantic Trading in Prediction Markets
Agostino Capponi, Alfio Gliozzo, Brian Zhu
Prediction markets allow users to trade on outcomes of real-world events, but are prone to fragmentation with overlapping questions, implicit equivalences, and hidden contradiction…
DAO-AI: Evaluating Collective Decision-Making through Agentic AI in Decentralized Governance
Agostino Capponi, Alfio Gliozzo, Chunghyun Han +1
This paper presents a first empirical study of agentic AI as autonomous decision-makers in decentralized governance. Using more than 3K proposals from major protocols, we build an…