Connections - Eric Horvitz

Continuous process of contributing, signaling, monitoring. Clark, Duncan ..... Core Fabric: Tools for Multisensory Prototypes ... Attention-Sensitive Alerting.
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Connections Eric Horvitz

ICMI 2015 November 12, 2015

Sustained Accomplishment Award Lecture

Connections

Toward Fluid Connectivity Promise of Deeper Human-Machine Connection & Collaboration

An early connection Engaging at NASA’s Mission Control Center on human-in-the loop

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H., Barry. Display of Information for Time-Critical Decision Making. UAI, 1995.

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H., Barry. Display of Information for Time-Critical Decision Making. UAI, 1995.

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H., Barry. Display of Information for Time-Critical Decision Making. UAI, 1995.

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Action

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Utility System E1

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Opportunity: Complementary Computing

Pillars Direction: Augment human cognition

Pillar: Inferring Beliefs, Goals, Knowledge

Predictions about world H2

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Pillar: Inferring Beliefs, Goals, Knowledge

Predictions about world H2

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Inferences on beliefs, goals, knowledge

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E3 E4

H2

H1

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Pillar: Inferring Beliefs, Goals, Knowledge

Predictions about world H2

H1

E1

Inferences on beliefs, goals, knowledge

E2

E3 E4

H2

H1

E2

E3 E4

Pillar: Inferring Beliefs, Goals, Knowledge Ideal actions under uncertainty

! Predictions about world H2

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E1

Inferences on beliefs, goals, knowledge

E2

E3 E4

H2

H1

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E3 E4

Pillar:Opportunity: Complementarity Complementary Computing

Abilities

Machine Intellect

Human Intellect

Direction: Augment human cognition

Pillar:Opportunity: Complementarity Complementary Computing

Abilities

Machine Intellect

HumanCognition Intellect Human

Direction: Augment human cognition

Pillar:Opportunity: Complementarity Complementary Computing

Abilities

Memory

Attention

Judgment

Human Cognition

Direction: Augment human cognition

Pillar: Mix of Initiatives

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Pillar: Mix of Initiatives

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Pillar: Mix of Initiatives

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Pillar: Coordination Conversation Intention Signal Channel

Continuous process of contributing, signaling, monitoring Clark, Duncan, Goffman, Goodwin, Kendon, et al.

Pillar: Coordination Conversation Intention Signal Channel

Continuous process of contributing, signaling, monitoring Clark, Duncan, Goffman, Goodwin, Kendon, et al.

Pillar: Coordination Conversation Intention

 Planning  Understanding

Signal

 Contributions