Step 1.

AI can not do real world physical test,  

AI can not determine it is good or not

because

AI can not be in your world, wear your shoes. 

AI does not have emotional feeling, sensation, conscious, instinct, 

Step 2.

When you facing a problem, like you enter a maze.

Human can test, go this way, test it, wrong, go back. 

choose another way, test it wrong, go back,

another way, test it, if can go through, keep going, 

if wrong , go back.

Step 3.

AI can not do real world physical test,  

why?

because, 

to determine it is good or not, 

AI must have sensation,  feeling,  conscious, instinct

have eye to see, have emotion by hearing, touching, tasting, smelling

have conscious to determine it is fair, unfair, good, not good, bad, very bad, 

have instinct to feel if it is good for short term, bad for long run. or vice versa.

Step 4.

if a task have unlimited solution, be caution to use AI 

AI can only re-arange, or combine "old" similar solution, 

AI can not create a "new" to match exactly your case. 

Step 5.

If a task depends on unpredictable condition, be caution to use AI. 

AI can not do physical real world test for you, 

AI does not have sensation, consicous, instinct, emotion, feeling, 

AI can not determine the emerging "new" condition is good or not for you. 

Step 6.

AI is an advanced version of google search. 

AI can re-organize, re-arrange, combine google search result, in a better, 

humen friendly, narrative,

AI is good for combing "old" past experience, 

AI will falling apart if you are looking for "new" conceptal breakthough solution.

Sometime, "old" solution is good enough, 

new "situation" sometime need "new" solution, where AI can't do. 

Step 7.

these environment is highly unpredictable, highly unlimited new situation emerging.

Also need real world test.

Legal issue, investment, music composing, surgery, architecture design....

AI falling apart in these fields. 

On daily job, you will determine, your task is conventional or "new".

You can use AI for conventional task, 

For un-conventional, "new" situation, AI provide little help. AI try to learn from you instead.

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