Automated analysis generation for machine learning system

This invention describes a software tool that helps understand and improve how machine learning models are developed. It tracks all the steps and decisions made during an experiment, like preparing data or choosing a model. The tool then uses insights from previous projects to refine this information and presents it to the user, even explaining the reasoning behind certain choices.

Why it matters: Filed before advanced large language models could significantly enhance knowledge base utilization and explanation generation. The ability to automatically revise information and explain rationale, central to the claims, is now more feasible and powerful.

Status: ExpiredProtection ended and was never renewed
How hard to build: SpecializedComplex software logic, machine learning expertise.

3 AI reinvention directions for this patent

See all three

AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.

Reinvent this with AI

Where this one came from

Every morning we go through millions of abandoned patents and pick out 15 worth your time. This was one of today’s.

This one

+10