~/talk

Experience Creation at Scale Leveraging AI

Talkat Product @Scale 2024 · on Wednesday, 2024-08-14· [machine-learning, creative-coding]
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slides:none on file

Roblox reports 15 million experiences, 70 million DAU and $700M paid to creators and uses AI to cut tasks that take days down to minutes. Features include material generator for tilable PBR maps, texture generator that reads geometry, avatar rigging that auto-bones faces and bodies, and a code assistant that attaches scripts into the scene graph. Team swaps models daily, validates with an evaluation framework, rolls promising models to 5% of users, and targets >10% measurable improvements.

AI-written summary · about

  1. 0:00Introduction to Roblox
  2. 1:45The role of AI in creation
  3. 3:19AI for asset and artwork
  4. 6:22AI for code and layout
  5. 9:10Building value with AI
  6. 12:35Agentic workflows
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