LABS

Intentional Systems and the Artificial Intelligence (AI) Hermeneutic Network by Jichen Zhu

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Leonardo Abstract Services (LABS) 2010-2011
Intentional Systems and the Artificial Intelligence (AI) Hermeneutic Network: Agency and Intentionality in Expressive Computational Systems

Human interaction with technical artifacts is often mediated by treating them as if they are alive. We exclaim “my car doesn’t want to start,” or “my computer loves to crash.” Of increasing cultural importance are software systems designed explicitly to perform tasks and/or exhibit complex behaviors usually deemed as intentional human phenomena, including creating, improvising, and learning. Compared to the instrumental programs (e.g., Adobe Photoshop), these intentional systems (e.g., George Lewis’ musical system Voyager) seem to produce output that is “about” certain things in the world rather than the mere execution of algorithmic rules. This dissertation investigates such phenomena with two central research questions: (1) How is system intentionality formed? and (2) What are the design implications for building systems that utilize such intentionality as an expressive resource.

In the discourse of artificial intelligence (AI) practice, system intentionality is typically seen as a technical and ontological property of a computer program, emerging from its underlying algorithms and knowledge engineering. Distilling from the areas of hermeneutics, actor-network theory, cognitive semantics theory, and philosophy of mind, this dissertation proposes a humanistic and interpretive framework called the AI hermeneutic network. It accentuates that system intentionality is narrated and interpreted by its human creators and users in their socio-cultural settings. Special attention is paid to system authors’ discursive strategies, a constitutive component of AI, embedded in their source code and technical literature. The utility of the framework is demonstrated by a close analytical reading of a full-scale AI system, Copycat.

The theoretical discovery leads to new design strategies, namely scale of intentionality and agency play. They provide insights for using system intentionality and agency as expressive resources that can be used to convey meanings and express ideas. The fruits of these insights are illustrated by a stream of consciousness literature inspired interactive narrative project Memory, Reverie Machine, co-developed using Harrell’s GRIOT system. It portrays a protagonist whose intentionality and agency vary dynamically in service of narrative needs.

Degree: Ph.D.
Year: 2009
Pages: 237
University: Georgia Institute of Technology
Supervisor: D. Fox Harrell
Language: English
Dept: Digital Media
Copyright: Jichen Zhu
Lang_author: English
Url:
Email: jichen@gatech.edu
Keywords: Artificial Intelligence, intentionality, hermeneutics, ineractive narrative
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Lanfranco Aceti is known for his social activism and extensive career as artist, curator, and academic. He is a research affiliate and visiting professor at ACT @ Massachusetts Institute of Technology and director of the Arts Administration Program at Boston University. He is also the Editor in Chief of the Leonardo Electronic Almanac, The MIT Press. He has exhibited numerous personal projects including Car Park, a public performance in the UK at the John Hansard Gallery; Who The People?, an installation artwork acquired in its entirety by the Chetham’s Library and Museum in Manchester; Sowing and Reaping, installation artworks acquired in their entirety by the National Museum of Contemporary Art of Cyprus; and Hope Coming On, a site-specific choral performance he designed for the Museum of Fine Arts, Boston, with the collaboration of the Boston Children’s Chorus, and realized in front of Turner’s Slave Ship (Slavers Throwing Overboard the Dead and Dying, Typhoon Coming On). In 2017, Aceti prepared a series of new artworks for an exhibition entitled Shimmer and curated by Irini Papadimitriou (V&A) at the Tobazi Mansion in Hydra, a new large choral performance titled Accursed for the Thessaloniki Biennial in Greece; and Knock, Knock, Knocking a public space installation in the Mediterranean Garden Pavilion of the New Sea Waterfront of Thessaloniki.