The beta version includes the following new features in test modes:

• Sentiment analysis: you enter a text and Marian classifies it as: sadness, joy, love, anger, fear or surprise. In addition, an anime-like image of Marian is shown wearing an outfit of popular video game characters.

• Question-Answering: you enter a question about what is shown in an image and Marian will try to answer coherently.

• Conversational: Marian Anderson now has a memory about the Lore of the game: her personal data, her likes, where she lives, etc.

Additionally, the interface was changed so that you can evaluate Marian's responses with: love, like, neutral, dislike or disappointed.