Artificial General Intelligence (AGI)
A hypothetical type of AI that matches or exceeds human cognitive abilities across all domains.
Detailed Definition
Artificial General Intelligence (AGI) refers to a theoretical form of AI that possesses the ability to understand, learn, and apply intelligence across a wide range of tasks at a level equal to or beyond human capabilities. Unlike narrow AI systems that excel in specific domains, AGI would demonstrate flexible thinking, creativity, and problem-solving skills across diverse areas. While current AI systems like GPT-4 or Claude show impressive capabilities, they're still considered narrow AI. The pursuit of AGI remains one of the most ambitious goals in AI research, with significant implications for society, economy, and human existence. Experts debate whether AGI will emerge gradually through incremental improvements or require fundamental breakthroughs in our understanding of intelligence.
Advanced ConceptsMore in this Category
Cognitive Computing
AI systems that simulate human thought processes, emphasizing learning, reasoning, and natural interaction.
Foundation Model
Large-scale AI models trained on diverse data that serve as the basis for various downstream applications.
Multimodal AI
AI systems capable of processing and correlating multiple types of data such as text, images, and audio.
RAG (Retrieval-Augmented Generation)
A technique that enhances AI responses by retrieving relevant information from external knowledge sources.