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@s_bura
stephane@weave.ai
Stéphane Bura
Weave.ai
Beyond The Pale
The Future of AI is Interactivity
• Our computers and devices are
barely interactive.
• Computer interactivity is
highly desirable and requires both
a cultural shift and an
AI-driven approach.
The AI Stack for User Interaction
Understanding What the User Is Asking
The AI Stack for User Interaction
Understanding What the User Is Asking
Predicting & Planning Tasks
The AI Stack for User Interaction
Understanding What the User Is Asking
Predicting & Planning Tasks
Understanding Who the User Is
• Our computers and devices are
barely interactive.
• Computer interactivity is
highly desirable and requires both
a cultural shift and an
AI-driven approach.
Interactivity:
A cyclic process in which two actors
alternately listen, think, and speak.
CHRIS CRAWFORD
OK
CANCEL
BACK
• Our computers and devices are
barely interactive.
• Computer interactivity is
highly desirable and requires both
a cultural shift and an
AI-driven approach.
CLAUDE SHANNON
Performative Communication
CLAUDE SHANNON
ERVING GOFFMAN
Meta-communication
The part of communication
that is not about content
INVOLVEMENT
&
CONTEXTS
RAY BIRDWHISTELL
Communication is the
performance of culture
ERVING GOFFMAN
The greater purpose of
communication is to reassure all its
participants that they belong to the
same culture.
CULTURE:
ALL WE NEED TO KNOW
IN ORDER TO BELONG
WARD GOODENOUGH
BELONGING IS BEING PREDICTABLE
RAY BIRDWHISTELL
When somebody is unpredictable,
people try to impose
their own rules upon him in order
to make him predictable.
ERVING GOFFMAN
• Our computers and devices are
barely interactive.
• Computer interactivity is
highly desirable and requires both
a cultural shift and an
AI-driven approach.
Beyond The Pale
The Future of AI is Interactivity
BELONGING IS BEING PREDICTABLE
RAY BIRDWHISTELL
BELONGING IS BEING PREDICTABLE
RAY BIRDWHISTELL
The AI Stack for User Interaction
Understanding What the User Is Asking
Predicting & Planning Tasks
Understanding Who the User Is
The AI Stack for User Interaction
Predicting / Correcting User Commands &
Inputs
Understanding What the User Is Asking
Predicting & Planning Tasks
Understanding Who the User Is
The AI Stack for User Interaction
Predicting / Correcting User Commands &
Inputs
Understanding What the User Is Asking
Predicting & Planning Tasks
Understanding Who the User Is
The AI Stack for User Interaction
Predicting / Correcting User Commands &
Inputs
Understanding What the User Is Asking
Predicting & Planning Tasks
Understanding Who the User Is
Understanding What the User Wants
SEYMOUR PAPERTJEAN PIAGET
Constructionism
Interactivity:
The process by which two actors build
models of one another in order to
influence each other’s behavior.
STEPHANE BURA
Interactivity:
The process by which two actors build
models of one another in order to
influence each other’s behavior.
STEPHANE BURA
WHAT
HOW
WHY
Constructionism
• Our computers and devices are
barely interactive.
• Computer interactivity is
highly desirable and requires both
a cultural shift and an
AI-driven approach.
@s_bura
stephane@weave.ai
Stéphane Bura
Weave.ai
Beyond The Pale
The Future of AI is Interactivity

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The future of AI is interactivity - Weave.ai

Editor's Notes

  1. And the reason for this limited user agency is that these systems can’t afford to fail. We’re upset when they do.