## Tags - Part of: [[Intelligence]], [[Artificial Intelligence]] - Related: [[Artificial General Intelligence]], - Includes: - Additional: ## Technical summaries - A superintelligence is a hypothetical agent that possesses [[intelligence]] surpassing that of the brightest and most gifted human minds, ranging from marginally smarter than the upper limits of human-level intelligence to vastly exceeding human cognitive capabilities. "Superintelligence" may also refer to a property of problem-solving systems (e.g., superintelligent language translators or engineering assistants) whether or not these high-level intellectual competencies are embodied in agents that act in the world. A superintelligence may or may not be created by an [[intelligence explosion]] and associated with a technological [[singularity]]. ## Main resources - [Superintelligence - Wikipedia](https://en.wikipedia.org/wiki/Superintelligence) <iframe src="https://en.wikipedia.org/wiki/superintelligence" allow="fullscreen" allowfullscreen="" style="height:100%;width:100%; aspect-ratio: 16 / 5; "></iframe> ## Definitions - [\[2311.02462\] Levels of AGI for Operationalizing Progress on the Path to AGI](https://arxiv.org/abs/2311.02462) from [[Artificial General Intelligence]] ASI (Artificial Superintelligence): Defined in the paper's taxonomy as "Level 5: Superhuman" - a system that "outperforms 100% of humans" on a wide range of non-physical tasks, including metacognitive tasks. [[Images/6ec7f6eb8791ef53417805032132fc4f_MD5.jpeg|Open: Pasted image 20240919014547.png]] ![[Images/6ec7f6eb8791ef53417805032132fc4f_MD5.jpeg]] - Noncomputable idealization: [\[cs/0004001\] A Theory of Universal Artificial Intelligence based on Algorithmic Complexity](https://arxiv.org/abs/cs/0004001) [AIXI - LessWrong](https://www.lesswrong.com/tag/aixi) AIXI is a theoretical model of artificial intelligence that combines [[decision theory ]]and [[algorithmic information theory]] to make optimal decisions by considering all possible computable models of the environment, updating them based on past experiences, and selecting actions that maximize expected future rewards. ## Written by AI (may include factually incorrect information) Here's a comprehensive map of definitions for artificial superintelligence (ASI) from various sources: ## Definitions of Artificial Superintelligence (ASI) ### Core Concepts - An AI system that surpasses human intelligence across all domains[1][2][3][4][5][6][7][8][9] - A hypothetical future form of AI[2][3][4][5][6][7][8] - Cognitive abilities exceeding those of humans[1][2][3][4][5][6][7][8][9] ### Key Characteristics - Self-aware and autonomous[2][5] - Capable of self-improvement[2][5] - Surpasses human problem-solving and decision-making[1][2][3][4][5][6][7][8] - Exhibits creativity and emotional intelligence[5][7] - Processes vast amounts of data[5][7] ### Scope of Intelligence - Exceeds human intelligence in all fields[1][2][3][4][5][6][7][8] - Comprehensive range of intellectual capabilities[1][2][3][4][5][6][7][8] - Outperforms humans in technical and scientific domains[4] ### Potential Applications - Science, finance, business, healthcare, agriculture, politics[2][5][7] - Solving complex global challenges[5][7] - Advancing technology and innovation[5][7] ### Theoretical Nature - Does not currently exist[2][3][4][5][6][7][8] - Considered a future possibility[2][3][4][5][6][7][8] - Subject of ongoing research and debate[2][3][4][5][6][7][8] ### Relation to Other AI Concepts - Beyond artificial general intelligence (AGI)[2][3][4][5][6] - More advanced than narrow AI or weak AI[1][3] - Ultimate form of AI development[3][4][9] ### Implications and Concerns - Potential existential risks to humanity[2][5][7] - Ethical considerations[2][5][7] - Transformative impact on society and economy[2][5][7] This map synthesizes definitions from multiple sources to provide a comprehensive overview of artificial superintelligence (ASI) as a concept in AI research and futurism. Citations: [1] https://www.techtarget.com/searchenterpriseai/definition/artificial-superintelligence-ASI [2] https://www.spiceworks.com/tech/artificial-intelligence/articles/super-artificial-intelligence/ [3] https://www.larksuite.com/en_us/topics/ai-glossary/asi-artificial-super-intelligence [4] https://www.coursera.org/articles/super-intelligence [5] https://libraries.usc.edu/events/artificial-superintelligence [6] https://en.wikipedia.org/wiki/Superintelligence [7] https://www.infosysbpm.com/blogs/financial-services/artificial-super-intelligence-the-future-of-ai.html [8] https://www.ibm.com/topics/artificial-superintelligence [9] https://infuture.institute/en/trend/artificial-superintelligence-asi/ [10] https://www.techopedia.com/definition/31619/artificial-superintelligence-asi