Sandbox for Large Language Model Research
Description
This sandbox would enable IRS Criminal Investigation (CI) to research, test, and customize Large Language Model (LLM) AI tools to increase operational efficiencies within IRS-CI. This will positively benefit IRS-CI by operationalizing functional LLM tools for our agency, reducing the administrative burden and increasing access to a shared agency knowledge base.
Detailed example
Use case dependent.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
The sandbox will benefit our agency by enabling IRS-CI to research, test, and customize LLM AI tools to increase operational efficiencies within IRS-CI. This will positively benefit IRS-CI by operationalizing functional LLM tools for our agency, reducing the administrative burden and increasing access to a shared agency knowledge base.
Audit / financial statement impact
The output is not presumed to be high-impact and is not used as the principal basis for significant decisions/actions
Controls / human review
ATO: Not reported; PIA: Not published