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--- public:t-720-atai:atai-20:task-environment [2020/10/28 15:13] – [Other High-Level Concepts] thorisson
+++ public:t-720-atai:atai-20:task-environment [2024/04/29 13:33] (current) – external edit 127.0.0.1
@@ Line 202: / Line 202: @@
 |  | Medium or few number of Solutions.  |
 |  | Instructions of varying detail are possible.  |
-|  Novelty  | Novelty is unavoidable. \\ In other words, unforeseen circumstances will be encountered by any AI operating in such circumstances. Accordingly, it should be able to handle it, since that is essentially why intelligence exists in the first place.   |
+|  \\ Novelty  | Novelty is unavoidable. \\ In other words, unforeseen circumstances will be encountered by any AI operating in such circumstances. Accordingly, it should be able to handle it, since that is essentially why intelligence exists in the first place.   |
 |  \\ What that means  | 1. Since no agent will ever know everything, no agent (artificial or natural) must assume non-axiomatic knowledge. \\ 2. It cannot be assumed that all knowledge that the AI system needs to know is known by its designer up front. This means it must acquire its own knowledge. All advanced AI systems must be //cumulative learners//. \\ 3. Since it must acquire its own knowledge, incrementally, knowledge acquisition will introduce //knowledge gaps and inconsistencies//. \\ 4. A cumulative learning agent will continuously live in a state of //insufficient knowledge and resources// (with respect to perfect knowledge), due to the physical world's //limited time and energy//.    |