AGI
AGI is a hypothetical type of computer program that could learn and perform any intellectual task a human can do, rather than being limited to just one specific job like playing chess or translating languages.
AGI refers to a theoretical autonomous system capable of generalized learning and cross-domain reasoning, possessing the flexibility to achieve goals across a broad spectrum of cognitive tasks at or above human parity.
Artificial General Intelligence: a hypothesised AI that matches or exceeds human ability across most cognitive tasks, in contrast to today's narrow, task-specific systems.
evolution
- 1956 · historyDartmouth Workshop
The term 'Artificial Intelligence' was coined, establishing the foundational goal of creating machines capable of human-level reasoning.
- 1997 · historyDeep Blue defeats Kasparov
The first major milestone where a machine outperformed a world champion in a complex cognitive task, sparking debates on the limits of narrow vs. general AI.
- 2012 · historyAlexNet and Deep Learning
The breakthrough in deep neural networks demonstrated that scaling compute and data could achieve unprecedented performance, shifting AGI research toward connectionist approaches.
- 2020 · historyGPT-3 Release
The emergence of large language models showed emergent capabilities across diverse tasks, leading to widespread speculation that AGI might be achievable via scaling laws.
- 2023 · historyGPT-4 Technical Report
OpenAI published evaluations suggesting the model exhibits human-level performance on various professional and academic benchmarks, intensifying the discourse on AGI safety and alignment.