Learning device, learning method, information providing device, information providing method, and storage medium
The system addresses the risk of sensitive information disclosure in AI learning by associating experience data with metadata and classification tags, and using user-specific settings to control AI responses, ensuring privacy and confidentiality.
WO2026126361A1PCT designated stage Publication Date: 2026-06-18NEC CORP
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- NEC CORP
- Filing Date
- 2024-12-11
- Publication Date
- 2026-06-18
Smart Images

Figure JP2024043738_18062026_PF_FP_ABST
Abstract
This learning device: stores experience data in which an experience of a subject, a concept vector of the experience, and metadata including a classification tag for classifying the experience are associated with each other; creates, on the basis of the experience data, training data for basic training and a plurality of pieces of training data for additional training; fine-tunes, for each of the plurality of pieces of training data for additional training, a pre-trained generative AI trained in advance by using the training data for basic training; creates a plurality of additional trained generative AIs according to applications; and sets, for each user, whether to disclose each of the plurality of additional trained generative AIs. In addition, an information providing device: stores a plurality of trained generative AIs trained on the basis of an experience of a subject; acquires setting information in which whether to disclose the trained generative AI is set for each user; selects the trained generative AI to be provided to the user on the basis of the setting information and an instruction statement from the user; and creates an answer to the instruction statement by using the selected trained generative AI.
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