Trustworthy

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

Machine learning models are powerful, but sometimes they produce predictions that break human intuition. Imagine this: you’re predicting house prices. A 2,000 sq. ft. house is predicted cheaper than a 1,500 sq. ft. home. Sounds...

Scite AI Review: Immediately Spot Trustworthy Studies

What for those who could immediately tell whether a study was trustworthy without reading lots of of pages?Academic research generally is a real struggle: wading through infinite PDFs, attempting to make sense of conflicting...

Making AI models more trustworthy for high-stakes settings

The paradox in medical imaging can present major challenges for clinicians who...

Citation tool offers a brand new approach to trustworthy AI-generated content

Chatbots can wear a whole lot of proverbial hats: dictionary, therapist, poet,...

The Ethical Minefield of AI Scaling: Constructing Trustworthy AI for Large-Scale Deployments

A couple of years ago, a tutoring company paid a hefty legal settlement after its artificial intelligence powered recruiting software disqualified over 200 applicants based solely on their age and gender. In one other...

Ensuring Trustworthy ML Systems With Data Validation and Real-Time Monitoring

Theoretical Concepts & ToolsData Validation: Data validation refers back to the means of ensuring data quality and integrity. What do I mean by that?As you robotically gather data from different sources (in our case,...

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