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
May 2024
Prompts with nested data

Referencing nested data from your database in the form of tags can simplify the creation of elaborate prompt formulas.

Witlist
Jun 2024
Manage your data context

You should control how products and services (not) access your data through a manageable profile. This allows you to create a relevant context across many platforms while maintaining control.

Witlist
Jul 2024
Generate quick replies

An intelligent assistant that analyzes emails to identify questions and feedback requests, providing pre-generated response options and converting them into complete and contextually appropriate replies.

Witlist
Jun 2024
Language as a tangible material

Textual information often misses intuitive cues for understanding relationships between ideas. AI can clarify these connections, making complex information easier to grasp quickly.

Midjourney
May 2024
Incentivize giving feedback

Presenting multiple outputs helps users explore and identify their preferences and provides valuable insights into their choices, even enabling user feedback for model improvement.

Witlist
Jun 2024
Evaluate predictions

When an observation is added to the context from an implicit action and a prediction is made, users should be able to easily evaluate and dismiss it.