International Business Machines Corporation

Hemant Singh

Mukundan Sundararajan

Deepak Malik

Anita Duggal

Sudarshan

Mahadev Khapali

Shashank Vijaykumar Vagarali

Ahamed Jalaldeen Shahul Hamid

Yugandhra Rayanki

A method for receiving an end-user model access data set, deriving a plurality of patterns of actions typically performed by the end-user based on analysis of the end-user model access data set, and deriving a first model deployment protocol to automatically deploy selected ML models of the plurality of ML models for the end-user when the end-user works with ML models based on the plurality of patterns of actions.

Managing user machine learning (ML) models

Automatically recommending appropriate foundation models is provided. A list of recommended foundation models, along with a corresponding ranking for each respective foundation model in the list is generated based on a corresponding attribute matching score and a justification for the corresponding ranking of each respective foundation model. The list of the recommended foundation models, along with the corresponding ranking for each respective foundation model in the list and the justification for the corresponding ranking of each respective foundation model is sent to a user. Feedback is received from the user regarding accuracy of a user-selected foundation model from the list of the recommended foundation models. The user-selected foundation model is adjusted based on the feedback received from the user regarding the accuracy of the user-selected foundation model from the list of the recommended foundation models.

Automated selection of foundation models for client-specific generative artificial intelligence needs

In an approach to improve converting conversation to user stories, embodiments capture keywords from a captured discussion, and identify the probability of the keywords being an object attribute or action behavior. Further, responsive to identifying, based on the probability, that the keywords are the object attribute or the action behavior, embodiments determine that the object attribute or the action behavior are not new to a first user story. Additionally, embodiments determine that the attribute or the action behavior are associated with an existing object in a first user story, and update the first user story with the attribute or the action behavior.

Computer-based software development and product management

A method, computer program product, and computer system for controlling access to presentation content to present to multiple participants in a virtual meeting. The presentation content is received and includes restricted information. First participants who will be provided access to the presentation content during the virtual meeting, and second participants will be denied access to respective portions of the presentation content containing the restricted information during the virtual meeting, are identified. Entry by the first participants to a safe zone within the virtual meeting is provided. The presentation content is presented in the safe zone to the first participants during the virtual meeting. The restricted information is denied to the second participants during the virtual meeting. The first participants in the safe zone have full access to all content presented in the virtual meeting, outside the safe zone and not presented in any other safe zone within the virtual meeting.

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Gurgaon, India

Hemant Singh