#5 Explore language spatially, Comparing embedding shapes & More

Dive into this week's Witbits—your growing list of Human-Centered AI concepts that help designers merge human needs with AI capabilities.

June 12, 2024

👋 Hey designers and innovators,

Dive into this week's Witbits — your growing list of Human-Centered AI concepts that help designers merge human needs with AI capabilities.

Comparing embedding shapes

Identify relationships in large documents by visualizing embeddings of selected features and comparing them as overlapping shapes.

Explore language spatially

Spatially explore the latent space of language across multiple dimensions by pulling points on a map, playing with features like positive vs. negative sentiment or long vs. short text length.

Evolving outputs

Providing multiple outputs assists people in exploring and refining their preferences, helping them narrow down what they are looking for.

✨ What sparked our curiosity this week

Explore the future of AI-driven user experiences with UX design leader Josh Clark as he guides us through the concept of Sentient Design. In this video, we'll move beyond chatbots and discover the boundless opportunities that AI interfaces have to offer, while gaining fresh perspectives on how to incorporate traditional algorithms and generative AI into your personal practice today.

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See you in a week!

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