BFSI Insights
Agentic AI insights for executives and professionals in banking, financial services and insurance.
Latest
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AIA Forecaster: Technical Report
NewPublished 12 Nov 2025 · arXiv 0The AIA Forecaster is an AI-based system for judgmental forecasting using unstructured data, relevant for financial decision-making.
academic · report -
Making LLMs Reliable When It Matters Most: A Five-Layer Architecture for High-Stakes Decisions
NewPublished 12 Nov 2025 · arXiv 0The report outlines a framework for improving LLM reliability in high-stakes financial decisions.
professional · report -
Two Heads are Better than One: Distilling Large Language Model Features Into Small Models with Feature Decomposition and Mixture
NewPublished 12 Nov 2025 · arXiv 0The paper explores using large language models in financial trading, focusing on market making and reinforcement learning.
academic · peer-reviewed-paper -
A Cost-Benefit Analysis of On-Premise Large Language Model Deployment: Breaking Even with Commercial LLM Services
NewPublished 12 Nov 2025 · arXiv 0The paper analyzes the cost-benefit of deploying LLMs on-premise versus using commercial services, relevant for BFSI organizations considering AI adoption.
professional · peer-reviewed-paper -
SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation
NewPublished 12 Nov 2025 · arXiv 0The SPEAR-MM framework aids in adapting LLMs for financial applications while preserving essential reasoning skills.
academic · peer-reviewed-paper -
LLM Output Drift: Cross-Provider Validation & Mitigation for Financial Workflows
NewPublished 12 Nov 2025 · arXiv 0The paper analyzes output drift in LLMs used by financial institutions, highlighting implications for trust and auditability.
academic · peer-reviewed-paper
