Chatbot for defining a machine learning (ML) solution

This invention describes a chatbot that helps people without technical skills design machine learning systems. You tell the chatbot what problem you want to solve, and it figures out what kind of result you're looking for. Based on that, it automatically creates the blueprint for a machine learning system, including how it should be monitored and presented. The claims specifically focus on defining this architecture rather than fully building or training the system.

Why it matters: Filed in 2023, this invention predates the full capabilities of today's advanced Large Language Models (LLMs). The core challenge of translating natural language into a structured machine learning architecture, which would have required extensive custom NLP and ontology work in 2023, is now significantly more tractable and powerful with current LLM technology.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedHeavy software system, NLP, ML architecture generation, ontology.

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