How can we improve current AI?, *Key: Research Questions as RQ - Coggle…
How can we improve current AI?
1 RQ.) Commonsense Reasoning
How do you teach an AI common sense?
can't be a large amount of data, must be fast learning like a toddler with few examples
assumptions of rules and concepts
How do you make the machine understand reasonable judgment within the contexts of the facts presented?
What is the core components of commonsense?
Knowledge of history
Knowledge of common concepts
concept of grouping and finding patterns
3 RQ.) Open-Domain Dialog System
Is there any missing components to this system?
What are the componets of current dialog system
What makes speech human and can we teach it to AI?
2 RQ.) Intelligence Tests
Can we make a test that accurately measures the computer's creativity?
So how do we determine AI intelligence when we can't determine how smart a human is? Are we comparing AI to human answers or other computers?
Can't be in a more robust test than of common tests like SAT and IQ
Must compare an AI to a human to improve
New Form of Turing test is needed
Can creativity be taught to an AI program, to form new answers based on pre-existing knowledge?
take pre existing ideas and change core concepts
manipulation of ideas
able to connect new concepts together
AI, Commonsense Reasoning, concepts, intelligence
*Key: Research Questions as RQ