UX for Language User Interfaces (LLM Bootcamp)

New course announcement ✨
We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.
www.scale.bythebay.io/llm-wor...
Hope to see some of you there!
--------------------------------------------------------------------------------------------- In this video, Sergey and Charles cover what is known about user experience design for the brave new world of Language User Interfaces (LUIs) that are enabled by LLMs.
- General principles for user-centered design
- Emerging patterns in UX design for LUIs
- UX case studies: GitHub Copilot and Bing Chat
- Pareidolia and LUIs
Download slides from the bootcamp website here: fullstackdeeplearning.com/llm...
00:00 Intro
00:26 A brief history of user interfaces
04:58 What makes a good user interfaces?
05:47 Design of Everyday Things
10:04 Don't Make me Think
12:09 AI-powered Product Interfaces
15:12 LUI Patterns
16:04 Click-to-complete (OpenAI Playground)
19:03 Auto-Complete (Github Copilot)
22:20 Command Palette (Replit)
23:24 One-on-one Chat (ChatGPT)
29:35 Case study: what did Copilot do right?
36:44 Case study: what did Bing Chat do wrong?
43:25 Beware uncontrolled feedback loops
44:56 Make sure your signfiers match your affordances

[@SahejSahni-es8ix]

This was really helpful!

[@RandomZzzz]

This is awesome, please let these types of videos coming.

[@DeepfriedBaby]

Just blew my mind with 5:00 - What makes a good UI? It depends... The cockpit... why it has so many knobs and buttons.

[@MannyBernabe]

Gold!

[@josephgaribaldi4340]

Uli makes more sense and even sounds better

[@adrienforbu5165]

For me, one of the most interesting subject around LLM. The social media / recommandation system converges toward feed-like UI. I wonder what kind of UI will be serve with LLM. My personnal opinion is that copilot has the best interface (it really feel like surfing though code when you use it). But it is very use case specific.

[@The_Full_Stack]

We agree that UX is one of the most interesting questions, and way underdiscussed. Riffing off what you said: a "feed" of outputs from various LLMs, each with different capabilities and with access to different information, would be interesting. Kind of an extension of Sergey's "multiplayer chat" idea in the bonus slides.

[@pessimistic_optimism]

how is lui different from cui?

[@The_Full_Stack]

If by "CUI" you mean a conversational user interface, then CUIs are a subset of LUIs where the interaction is meant to seem as much like a conversation as possible. As we discuss in the video (eg @ 23:24), conversation is sometimes a natural format for language-based interaction with machines, but not always!