<div class="csl-bib-body">
<div class="csl-entry">Nastic, S. (2024, June 12). <i>AI Transformation: A Journey Towards Compound AI Systems</i> [Presentation]. Artificial Intelligence - mit smarten Daten in die Zukunft, Linz, Austria.</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/204682
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dc.description.abstract
Compound AI represents an advanced stage of artificial intelligence development, characterized by the integration and interaction of multiple AI models and systems to perform complex tasks. Analogous to the human brain, which comprises specialized centers like the cortexes and lobes working together, Compound AI systems are formed from a rich ecosystem of AI/ML components, including custom and off-the-shelf models, vector databases, retrieval systems, and coordination algorithms. Such systems are deeply interconnected, e.g., allowing outputs from one model to become inputs for another, creating adaptive and self-optimizing networks of data processing pipelines. In this talk, we take a closer look at Compound AI systems, particularly focusing on the opportunities and challenges related to building such novel systems.
en
dc.description.sponsorship
FFG - Österr. Forschungsförderungs- gesellschaft mbH
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dc.language.iso
en
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dc.subject
Artificial Intelligence
en
dc.subject
Compound AI
en
dc.subject
Edge AI
en
dc.title
AI Transformation: A Journey Towards Compound AI Systems
en
dc.type
Presentation
en
dc.type
Vortrag
de
dc.relation.grantno
FO999903884
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dc.type.category
Presentation
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tuw.publication.invited
invited
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tuw.project.title
Rapid Recovery and Control of Urban Traffic During Accident Situations Based on Artificial Intelligence
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tuw.researchTopic.id
I4
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tuw.researchTopic.name
Information Systems Engineering
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tuw.researchTopic.value
100
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tuw.publication.orgunit
E194-02 - Forschungsbereich Distributed Systems
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tuw.author.orcid
0000-0003-0410-6315
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tuw.event.name
Artificial Intelligence - mit smarten Daten in die Zukunft
de
tuw.event.startdate
12-06-2024
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tuw.event.enddate
12-06-2024
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Linz
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tuw.event.country
AT
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tuw.event.presenter
Nastic, Stefan
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wb.sciencebranch
Informatik
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wb.sciencebranch.oefos
1020
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wb.sciencebranch.value
100
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item.languageiso639-1
en
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item.openairetype
conference presentation
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item.grantfulltext
none
-
item.fulltext
no Fulltext
-
item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/R60J-J5BD
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crisitem.author.dept
E194-02 - Forschungsbereich Distributed Systems
-
crisitem.author.orcid
0000-0003-0410-6315
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crisitem.author.parentorg
E194 - Institut für Information Systems Engineering
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crisitem.project.funder
FFG - Österr. Forschungsförderungs- gesellschaft mbH
