Knowledge Test for the Emerging NSAI fields and their Research Ethical Guidelines. (I made 3 open-ended questions, 5-15mins, not graded)

Question

Please do not use AI for Q1, your knowledgeable/educated guess is more valuable by answering these quick questions:

Q1) Briefly in 1-2 lines, define these terms in your own words:

Human-Centered Computing:

Neuro-Symbolic AI (NSAI):

Transfer Learning:

Reasoning:

Explainable AI:

Propositional vs. Predicate Logic:

Q2) a) What do you think are the ethical and safety guidelines for NSAI research?

b) How can we ensure these guidelines are implemented to improve NSAI research? (You may search to answer this question)

Q3) How would you confront and minimize NSAI challenges in healthcare, education, and research using a human-centered approach? (You may search online to answer this one).

Answer 1

What defines human-centured computing is two human sapiens, face-to-face, communicating emotions, interacting with good faith and honestly to solve a problem.Neuro-Symbolic AI is an oxymoron because there are no nerves in robots. There is only algorthythms or circuitry from machines. Creative thinking is not possible. As an experienced reading teacher, transfer learning is possible in teaching phonemes mechanically with machines.like teachers used in schools 40 years ago. Reasoning: The use of computers to reason is possible if the objective is to gain mathematical answers, but if one wanted unothodox and creative answers reaoning would not be feasible. Propositional is rule -directed. If one give a set RULE OR AXIOM, THEN ONE WOULD EXPECT A SET RESULT. Predicate logic woud not give predictable results.I am cynical; I don't believe that there are enough safety guidelines or enough for this result. I believe that greedy, transactional Hitlers exist.