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<!--* Further hybrid systems, optimization for ultra compact AGI--> | <!--* Further hybrid systems, optimization for ultra compact AGI--> | ||
* '''AGI''' = Artificial General Intelligence, also "strong AI" ('''on par with human thinking''', ''a real AI'' capable to fully self-improve and drive its own development) | * '''AGI''' = Artificial General Intelligence, also "strong AI" ('''on par with human thinking''', ''a real AI'' capable to fully self-improve and drive its own development) | ||
:: In discussions AGI is often equated with super intelligence. The argument is that as soon as AGI is achieved ASI is just around the corner. | :: In discussions AGI is often equated with super intelligence. The argument is that as soon as AGI is achieved ASI is just around the corner. This understates the '''wide scope of human intelligence''' and that AGI is achieved first by hyperscalers, making further improvement difficult through further scaling. | ||
:: Major roadblocks to AGI include: | |||
::: An architecture that supports continuous learning which avoids "[https://www.ibm.com/think/topics/catastrophic-forgetting catastrophic ] [https://www.fz-juelich.de/en/news/archive/press-release/2025/novel-memristors-to-overcome-ai2019s-catastrophic-forgetting forgetting]". | |||
::: Environment that allows for self-improvement. -- Alignment concerns require any AGI's self-improvement to be carefully sandboxed. (This is not exactly a roadblock but a limiting factor in terms of how fast an AGI can be built / will emerge.) | |||
::: The ability to acquire a form of machine wisdom analogous to human wisdom. | |||
::: Abstract reasoning and generation of completely new thought patterns (beyond pattern remixing and transmission). | |||
::::''Base, meta, temporal and spacial logic'' should give rise to a theory of mind. | |||
:: Sub-types: | :: Sub-types: | ||
::: fake AGI (considered AGI by power but it has only moderate success rates<!--no or poor "machine consciousness"-->) | ::: fake AGI (considered AGI by power but it has only moderate success rates<!--no or poor "machine consciousness"-->) | ||
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