Nvidia patents AI tool that finds bugs in data processing pipelines
Nvidia describes a system that uses artificial intelligence to identify and classify problems, such as failures or inefficiencies, within complex data processing pipelines. By analyzing logs, traces, and feedback signals, the tool automatically links specific issues to the exact stage of the pipeline where they occur, providing detailed diagnostic insights for systems like search engines or conversational AI.
In the filing’s own words
Embodiments of the present disclosure relate to AI-based attribution of issues to specific data processing pipeline stages. For instance, some embodiments detect and classify inefficiency issues, anomaly issues, or failure issues in a data processing pipeline, such as those used in conversational AI systems, search engines, or retrieval-augmented generation (RAG) frameworks. The system monitors various stages of the pipeline to detect the issues that impact the quality, relevance, or performance of the output. By leveraging feedback signals, a language model, and/or correlation techniques via the use of application logs and/or traces, some embodiments automatically attribute issues to specific pipeline stages and provide detailed diagnostic insights.
What exactly they claim (claim 1)
1 - 9. (canceled)
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- AI-BASED ATTRIBUTION OF ISSUES TO STAGES OF DATA PROCESSING PIPELINES
- Publication number
- US20260277936A1
- Application number
- 19077944
- Filed
- Mar 12, 2025
- Published
- Sep 17, 2026
- Inventors
- 18
- Claims
- 22
Classified under
G06F 16/287 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.