最详细全文翻译!微软155页大工程首次揭示GPT-4超能力(浓缩精华版)
Intelligence is a very general mental capability that, among other things, involves the ability to reason, plan, solve problems, think abstractly, comprehend complex ideas, learn quickly and learn from experience. It is not merely book learning, a narrow academic skill, or test-taking smarts. Rather, it reflects a broader and deeper capability for comprehending our surroundings -「catching on」,「making sense」of things, or「figuring out」what to do. -- by Linda S. GOTTFREDSON, 1994
多模态
跨学科组合能力
编程
数学能力
与世界的互动
与人类的交互
辨别能力
我们都已经知道未来即将发生深刻的改变。我们即将加速进入一个新的周期。
参考文献 [1] Mainstream science on intelligence: An editorial with 52 signatories, history, and bibliography, 1997. [2] Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks [3] Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models [4] GPT-4 Technical Report [5] PaLM-E: An Embodied Multimodal Language Model [6] Toolformer: Language Models Can Teach Themselves to Use Tools [7] Theory of Mind May Have Spontaneously Emerged in Large Language Models [8] Privacy protection with ai: Survey of data-anonymization techniques [9] Yann LeCun. A path towards autonomous machine intelligence. Open Review, 2022. [10] Reflexion: an autonomous agent with dynamic memory and self-reflection [11] GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
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