3 papers
cs.HC2026
Towards Apples to Apples for AI Evaluations: From Real-World Use Cases to Evaluation Scenarios
Yee-Yin Choong, Kristen Greene, Alice Qian +6
AI measurement science has a wide variety of methodologies and measurements for comparing AI systems, resulting in what often appear to be "apples-to-oranges" comparisons across AI…
cs.AI2024
An AI-Driven Data Mesh Architecture Enhancing Decision-Making in Infrastructure Construction and Public Procurement
Saurabh Mishra, Mahendra Shinde, Aniket Yadav +2
Infrastructure construction, often dubbed an "industry of industries," is closely linked with government spending and public procurement, offering significant opportunities for imp…
cs.AI2024
Reliability, Resilience and Human Factors Engineering for Trustworthy AI Systems
Saurabh Mishra, Anand Rao, Ramayya Krishnan +3
As AI systems become integral to critical operations across industries and services, ensuring their reliability and safety is essential. We offer a framework that integrates establ…