References
April 26, 2024

Visual grounding

Using the source input as ground truth will help trust the system and makes it easy to interpret its process and what might have gone wrong.

A screenshot of a pricing table or spreadsheet. The main focus is a highlighted cell displaying the amount "€ 35,00". This same amount is also shown in a separate box or label within the image. The surrounding cells contain various other monetary amounts ranging from around €27 to €165. Based on the layout and formatting, this seems to be a financial or pricing-related document.
Human needs

When checking data, I want to be able to see how the system arrived at its answer, so I can trust the data and identify any potential errors in the process.

Considerations
  • AI Transparency and Explainability: Make AI systems transparent and understandable by explaining how and why decisions are made.
  • Multimodal Context: In this example we used the context of an image of a receipt, but it can also include other modalities, such as audio.
Explore Further

More of the Witlist

Witlist
Jun 2024
Generative UI

Generative AI can provide custom types of input beyond just text, like generated UI elements, to enhance user interaction.

Aug 2024
Quick or detailed feedback

Empower users to make decisions and give feedback quickly or engage more deeply when needed in natural language.

Jun 2024
Live chat echo

AI can enhance live chat streams by analyzing real-time data, identifying trends, and driving interactive elements like voting to boost audience engagement.

Witlist
Jun 2024
Semantic ranking

Embedding models can rank content along virtually any dimension. This capability provides significant value by enabling users to explore and analyze the embeddings to create a spectrum of any features.

Arc
Apr 2024
Pinch to summarize

In Arc, a playful pinch interaction lets you quickly distill any webpage into a brief summary, capturing the essence of the content in moments.

Perplexiity
May 2024
Follow-up on an answer

Letting people select text to ask follow-up questions provides immediate, context-specific information, enhancing AI interaction and exploration.