GDC – AI Summit – Day 2 – Non-traditional uses of AI

AI Dialog (From ph.d. thesis)

Jeff Orkin

Current approaches don’t lend themselves to authoring large amounts of content. Content authoring bottleneck – hard and slow to use. Human imagination is a limited resource.

Collective Artificial Intelligence. Record people playing games, discover patterns in gameplay, replay fragments of patterns at run time. The future of AI looks less like a state machine and more like a search engine.

Released “The Restaurant Game”, about 75% of people did “regular restaurant things”.

Two Revolutions: Data Mining and Human Computation. Merge both?

Pay humans to tag/annotate your data into events, themes, etc. Produces thousands of annotated transcripts, so thousands of variants – 18,000 unique lines of dialog.

Characters as improvisational actors.

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