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5.11 Innovation and Artificial Intelligence

ˆ sing modern frameworks U
ˆ pplying AI and automation A

ˆ mproving user experience I

Example: Transition from desktop software to cloud-based web applications is an inno-
vative shift.

5.11 Innovation and Artificial Intelligence

AI is one of the most innovative areas in computing. Innovation in AI includes:

ˆ esigning new learning models D

ˆ ptimizing algorithms O
ˆ pplying AI to new domains A

Example: Innovative Decision Logic

Figure 5.2: Innovative Decision Logic

This example demonstrates innovation in personalized systems.

5.12 Barriers to Innovation

Innovation may face several challenges:

ˆ ack of resources L

ˆ esistance to change R

ˆ echnical limitations T

ˆ oor problem definition P

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