Unlocking AI’s Potential in Operations Research
At Standard Form, we tackle the complexities of physician scheduling, a challenge akin to the classic “Nurse Scheduling Problem.” While open-source algorithms like OP-Tools and Gurobi exist, the lack of coding knowledge among physicians limits their application. We believe Large Language Models (LLMs) can be the game-changer we need.
Key Insights:
- Human-Centric Solutions: Our goal is to transform scheduling without deep technical know-how.
- Innovative Techniques: While fine-tuning on OP-tool datasets is the norm, we’re focused on promising strategies like OptiMUS.
- Addressing Limitations: Current datasets fail to capture realistic scheduling constraints, presenting an opportunity for innovation.
As industrial output increasingly relies on smart scheduling solutions, we seek input from experts in operations research and AI to collaborate on this vital shift. Join the conversation and help us drive this transformation!
👉 Let’s connect and optimize the future of scheduling together!
