4 citations · 8 across the 9 of their papers we have counts for
3 papers · 1 filter
Crypto-bound identity-verified capability tokens for coordinating distributed AI agents: A proposal
Srikumar Subramanian, Shubhashis Sengupta
The prospect of fully autonomous transactional agents did not appear on the horizon until the advent of high capability language models. With such models, the operational benefits…
From Documents to Reasoning: A Validated Synthetic Data Pipeline and Semantic-Aware Fine-Tuning for Financial Numerical Reasoning
Lokendra Birla, Milind Savagaonkar, Visnu Srinivasan +2
Financial question answering (QA) has emerged as a key benchmark for evaluating the performance of Large Language Models (LLMs) on domain-specific tasks involving complex data form…
Authenticity Debt and the Synthetic Content Threat Landscape: A Layered Framework for Trust, Provenance, and IP Governance in the Generative AI Era
Shubhashis Sengupta, Benjamin McCarty, Milind Savagaonkar +1
Generative artificial intelligence has fundamentally changed how content is now produced. It has enabled how high-fidelity text, images, audio, and videos are created, modified, an…