3 papers
cs.LG2025
The Data Efficiency Frontier of Financial Foundation Models: Scaling Laws from Continued Pretraining
Jesse Ponnock
Domain-adaptive pretraining (DAPT) offers a practical path to specializing large language models for high-value domains without full retraining. We conduct an early-stage scaling-l…
cs.IR2025
Real-Time RAG for the Identification of Supply Chain Vulnerabilities
Jesse Ponnock, Grace Kenneally, Michael Robert Briggs +5
New technologies in generative AI can enable deeper analysis into our nation's supply chains but truly informative insights require the continual updating and aggregation of massiv…
cs.AI2025
Generative AI for Strategic Plan Development
Jesse Ponnock
Given recent breakthroughs in Generative Artificial Intelligence (GAI) and Large Language Models (LLMs), more and more professional services are being augmented through Artificial…