View source for 18586875. PROCEDURE FOR PRE-DEPLOYMENT VALIDATION OF AI/ML ENABLED FEATURE simplified abstract (Nokia Technologies Oy)

=PROCEDURE FOR PRE-DEPLOYMENT VALIDATION OF AI/ML ENABLED FEATURE=


==Organization Name==

[[:Category:Nokia Technologies Oy|Nokia Technologies Oy]]


[[Category:Nokia Technologies Oy]]

==Inventor(s)==

[[:Category:Bharath Ramesh Kashyap of Bangalore (IN)|Bharath Ramesh Kashyap of Bangalore (IN)]][[Category:Bharath Ramesh Kashyap of Bangalore (IN)]]

[[:Category:Vinayak Bellur of Bangalore (IN)|Vinayak Bellur of Bangalore (IN)]][[Category:Vinayak Bellur of Bangalore (IN)]]

[[:Category:Dimitri Gold of Espoo (FI)|Dimitri Gold of Espoo (FI)]][[Category:Dimitri Gold of Espoo (FI)]]

[[:Category:István Zsolt Kov�cs of Aalborg (DK)|István Zsolt Kov�cs of Aalborg (DK)]][[Category:István Zsolt Kov�cs of Aalborg (DK)]]

[[:Category:Fahad Syed Muhammad of Massy (FR)|Fahad Syed Muhammad of Massy (FR)]][[Category:Fahad Syed Muhammad of Massy (FR)]]

[[:Category:Sakira Hassan of Espoo (FI)|Sakira Hassan of Espoo (FI)]][[Category:Sakira Hassan of Espoo (FI)]]

==PROCEDURE FOR PRE-DEPLOYMENT VALIDATION OF AI/ML ENABLED FEATURE - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18586875 titled 'PROCEDURE FOR PRE-DEPLOYMENT VALIDATION OF AI/ML ENABLED FEATURE

The abstract describes an apparatus that can enter a test mode, receive information about a first model used on one side of a two-sided model, request a second model from a repository for the other side of the two-sided model, and receive the second model.

* The apparatus can switch between different models for different sides of a two-sided model.
* It can validate models by providing data sets and receiving inference validation responses.
* The apparatus can communicate with test equipment to receive validation sequence results.

Potential Applications:
- Quality control in manufacturing processes
- Testing and validation of complex systems
- Research and development in various industries

Problems Solved:
- Ensuring accurate and reliable testing results
- Streamlining the process of model validation
- Improving efficiency in testing procedures

Benefits:
- Enhanced accuracy in testing
- Increased efficiency in model validation
- Facilitates the use of different models for different aspects of testing

Commercial Applications:
Title: "Advanced Model Validation Apparatus for Industrial Testing"
This technology can be used in industries such as automotive, aerospace, and electronics for quality assurance and product development purposes.

Questions about the technology:
1. How does the apparatus determine which second model to request based on the first model?
2. What are the potential limitations of using different models for different sides of a two-sided model?

Frequently Updated Research:
Stay updated on advancements in model validation techniques and applications in various industries to enhance the efficiency and accuracy of testing processes.


==Original Abstract Submitted==

An apparatus configured to: enter a test mode; receive, from a test equipment, an indication of at least one first model used at a first side of a two-sided model; request, from a model repository, at least one second model for use at a second side of the two-sided model, wherein the at least one second model is selected based, at least partially, on the at least one first model; and receive, from the model repository, the at least one second model. An apparatus configured to: receive, from a test equipment, a model validation request; provide a data set to at least one model to obtain an inference validation response, wherein the at least one model is used at a first side of a two-sided model; transmit, to the test equipment, the inference validation response; and receive, from the test equipment, a validation sequence result.



[[Category:G06F11/34]]
[[Category:G06F11/22]]
[[Category:G06F11/27]]
[[Category:CPC_G06F11/3447]]