Apparatus and method for generating an optimal output

This is a computer system that takes in general information and a specific question, then uses an artificial intelligence model to generate the best possible answer. If the answer isn't quite right, the system learns from feedback to improve. The claims specifically narrow this to a system that can identify missing information and ask targeted follow-up questions, learning how to formulate these questions from historical interactions.

Why it matters: Given the patent was filed in 2025, the technological landscape for AI/ML, including optimizers and feedback-driven training, has not fundamentally changed by 2026. The primary obstacles remain the significant resources required for developing, training, and maintaining sophisticated AI models capable of reliably generating optimal outputs and intelligently handling gap inquiries.

Status: Under examinationA pending application. It has not been granted, and it has not been abandoned.
How hard to build: SpecializedHeavy software system, AI/ML training

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