Recommender systems Archives - Microsoft HAX Toolkit

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Maze solving task: Is there a valid path from start to exit? AI explanation visually shows the path from start to exit. Open-domain QA: What is the capital of Lebanon? AI explanation According to Wikipedia, Beirut is the capital and largest city of Lebanon.

Verification-focused explanations | 11A: Local explanations

Copilot your everyday companion. Windows Copilot pane showing two controls one, work or web tab selection and two, conversation style, more creative, more balanced and more precise.

Windows Copilot | G17: Provide global controls

Viva Learning | 1B: Use explanation (G11) patterns

Viva Topics | 9A: Switch classification decisions and G2

Viva Topics | 9A: Switch classification decisions

Screenshot of a block of text with one highlighted word. A Topic card is displayed next to the highlighted word In addition to information about the topic (description, related people) it has a block that reads: "Mark 8 was highlighted because it was automatically identified as a topic of interest to your organization. Should it be highlighted? Yes. No. Not sure.

Viva Topics | 15A: Encourage explicit feedback on individual system outputs

Viva Topics – G4: Show contextually relevant information

Viva Topics | G4: Show contextually relevant information

an image of a construction site and accompanying text. A pop up on top of a highlighted phrase reads "View details about this topic. Point to the highlighted term to see a description, people, and resources connected to this topic. Learn more about Viva Topics."

Viva Topics | 1C: Expose system controls

Viva Topics | 1C: Expose system controls

Amazon | G13: Learn from user behavior

The What's New dialogue

Office What’s New | G18: Notify users about change