Artificial Intelligence in Imaging

Algorithm

Receive data

Learns from data

Makes decisions

Adapt

ANI

Artifical narrow intelligence

AKA weak AI, designed to solve a single task or narrow range of tasks

ex. voice assistants, recommendation engines, speech recognition

AGI

Artificial general intelligence

AKA strong AI or human level AI, aims to mimic human cognitive abilities

-Can solve complex problems that were not taught to it

-Can learn from minimal data and adapt

ex. customer service, healthcare, autonomous systems

ASI

Artificial superintelligence

-Hypothetical AI system that surpasses human intelligence, replaces humans

Ethics

• Safety
• Existential
• Job loss
• Bioweapons
• Human extinction

Supervised learning

Machine learning that uses labeled datasets to train algorithms to predict outcomes and recognize patterns

Unsupervised

Machine learning that learns from data without human supervision

Deep learning

Uses multilayered neural networks to simulate the complex decision making power of the brain, trying to mimik the brain