# June 2022

> We are constantly working to improve your UiPath® AI Center experience. Even though there are no major significant changes with this release, we made sure to bring minor improvements and bug fixes to our product.

## 30 June 2022

### What’s new

#### Minor improvements

We are constantly working to improve your UiPath® AI Center experience. Even though there are no major significant changes with this release, we made sure to bring minor improvements and bug fixes to our product.

We'd love to catch up and hear what you think on our [Community Forum](https://forum.uipath.com/).

## 21 June 2022

### What’s New

#### GPU improvementes

We are excited to announce that GPU is now improved for all clusters. Training Document Understanding<sup>TM</sup> models on GPU is now faster.

#### ML Packages updates

We are excited to announce updates and improvements to three of the ML Packages part of **UiPath Language Analysis**:

* [Custom Named Entity Recognition](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/custom-named-entity-recognition#custom-named-entity-recognition)
* [Light Text Classification](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/light-text-classification#light-text-classification)
* [Multilingual Text Classification](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/multilingual-text-classification#multilingual-text-classification)

All three packages have a new dataset available, **ai_center** file format.

This is the default format and also the export format of data labelling tool in AI Center, and this model will read all files in a provided directory with a `.json` extension using the following JSON format when the environment variables are set as follows:

* **dataset.input_format** to `ai_center`
* **dataset.input_column_name** to `data.text`
* **dataset.output_column_name** to `annotations.ner.labels`

### Bug fixes

* Several accessibility issues have been fixed.
