今天首“扒”深度学习鼻祖-Geoffrey Hinton，一起走进AI教父的传奇人生。
他提出了反向传播算法和玻尔兹曼机，引领了机器学习的发展。他的学生Yann LeCun是深度学习的旗帜人物，Alex Krizhevsky开发了AlexNet，引领了图像分类的突破，Ilya Sutskever是open ai CTO。Hinton长期以来用AI能发听懂笑点来判断智能，同时对反向传播的算法充满怀疑。他对AI的发展充满期待，但也忧虑其潜在的风险。他认为停止发展AI是不现实的，但我们需要努力解决对齐问题和模型安全性问题。
Hinton来自一个彪悍的科学家家族，他的求学之路曲折而充满挑战，最终荣获图灵奖，成为计算机科学的传奇人物。他的一生充满了奇迹和成就。
Today we're "digging into" the life of the godfather of deep learning, Geoffrey Hinton. Let's explore the legendary journey of this AI pioneer. He proposed the backpropagation algorithm and the Boltzmann machine, leading the development of machine learning. His student Yann LeCun is a leading figure in deep learning, and Alex Krizhevsky, who developed AlexNet, led breakthroughs in image classification, Ilya Sutskever is the CTO of open AI. For a long time, Hinton has used AI's ability to understand humor as a measure of intelligence, while also harboring doubts about the backpropagation algorithm. He is hopeful about the development of AI but also worries about its potential risks. He believes that stopping the development of AI is unrealistic, but we need to work hard to address alignment issues and model security problems.
Hinton comes from a formidable family of scientists. His educational journey was full of twists and challenges, ultimately winning the Turing Award and becoming a legendary figure in computer science. His life is filled with miracles and achievements.
26 авг 2024
