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Should I use RAG to fine-tune my GenAI Application? 

Should I use RAG to fine-tune my GenAI Application? 

by gegwp1 | Oct 8, 2024 | Financial Consulting

Creating and training large language models (LLMs) is an expensive and challenging process that most organizations don’t have the resources and capabilities to undertake. So, how do I get an LLM to provide relevant and accurate information enough to automate a...
How do we harden a generative AI application? 

How do we harden a generative AI application? 

by gegwp1 | Oct 8, 2024 | Financial Consulting, Industry News

The release of ChatGPT to the public in November of 2020, along with the APIs that allowed developers and businesses to integrate it into their applications and services, has created tremendous demand for AI-driven capabilities.  Why?  Interacting with a...
Can an AI-based Digital Twin improve the efficiency and effectiveness of your controls

Can an AI-based Digital Twin improve the efficiency and effectiveness of your controls

by gegwp1 | Oct 8, 2024 | Financial Consulting

Delivering financial services products requires the coordination of many different processes, capabilities, and organizations.   When you consider the detailed attributes of the customer, the product, the delivery channel, and the regulatory jurisdiction for...
Can Social Network Analysis Improve AML Detection in Transaction Monitoring? 

Can Social Network Analysis Improve AML Detection in Transaction Monitoring? 

by gegwp1 | Oct 8, 2024 | Financial Consulting

Most financial institutions agree that their current AML transaction monitoring systems false positive rates range from 85% to 95%.   These results beg the question of why do something that has such a horrendous result. False positives represent a real issue...
Can AI Improve Your Client’s Experience with Financial Crime-Related (FCC) Compliance Processes? 

Can AI Improve Your Client’s Experience with Financial Crime-Related (FCC) Compliance Processes? 

by gegwp1 | Oct 8, 2024 | Financial Consulting, Industry News

Most conversations about using AI in financial crime compliance programs focus on efficiency, especially reducing the rate of false positives. Most transaction monitoring programs have false positive rates above 90%, and investigating these alerts is a wasted effort....
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