Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance

Language agents increasingly work for users on the open Web, and finance is where trusting them is hardest. The data must come from the Web, the strategy lives in the user’s head, and correctness depends on time, so an agent can fail silently: a strategy the user never asked for, unverified data, or

Holy Grail Math 6 Rigor 9 ·  November 5, 2026

Transaction Profiling and Address Role Inference in Tokenized U.S. Treasuries

Tokenized U.S. Treasuries have emerged as a prominent subclass of real-world assets (RWAs), offering cryptographically enforced, yield-bearing instruments collateralized by sovereign debt and deployed across multiple blockchain networks. While the market has expanded rapidly, empirical analyses of t

Holy Grail Math 5 Rigor 8.5 ·  July 20, 2025

SoK of RWA Tokenization: A Systematization of Concepts, Architectures, and Legal Interoperability

The global financial architecture is undergoing a shift from intermediary centric-settlement to programmable infrastructure, to transmute trillions in static illiquid capital into active, high-velocity instruments. We argue that Real World Asset (RWA) tokenization represents a conceptual evolution b

Street Traders Math 2.5 Rigor 5.5 ·  April 8, 2026

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