AutoInvent
Turn abandoned patents
into your own filing
Get Started
Computing US 12,602,375 B2 Not in force

Composite symbolic and non-symbolic artificial intelligence system for advanced reasoning and semantic search

This is a smart search system that uses artificial intelligence to understand information better. It automatically builds and updates detailed knowledge maps, called ontologies, from all sorts of data, both organized and unorganized. These maps help the system interpret what you're looking for, personalize results, and answer complex questions by understanding context and how concepts relate, continuously learning and improving its understanding.

Why it matters: While large language models were prominent in 2024, their practical application in automatically generating and aligning complex, versioned ontologies from diverse data sources was still maturing. By 2026, more efficient and specialized LLM architectures or fine-tuning techniques may have made this core process more feasible and robust.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedComplex AI/ML software, distributed computing

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.