Ian Goodfellow, OpenAI colleagues and Jack Clark. on 2016

This AI Prediction was made by Ian Goodfellow, OpenAI colleagues and Jack Clark. in 2016.


Predicted time for AGI / HLMI / transformative AI:

(Hover for explanation)Types of advanced artificial intelligence: AGI (AI that can perform many tasks at a human-level), HLMI (more advanced AI that surpasses human intelligence in specific areas), and Transformative AI (AI that could significantly impact society and the world)

Over the very long term, it will be important to build AI systems which understand and are aligned with their users’ values.



Opinion about the Intelligence Explosion from Ian Goodfellow, OpenAI colleagues and Jack Clark.:

Not provided


Flycer’s explanation for better understanding:

In the long run, it is crucial to develop AI systems that comprehend and align with the values of their users.



The future of humanity with AGI / HLMI / transformative AI:

We will need to develop techniques to build systems that can learn what we want and how to help us get it without needing specific rules. Researchers are beginning to investigate this challenge; public funding could help the community address the challenge early rather than trying to react to serious problems after they occur


Flycer’s Secondary Explanation:

Researchers are exploring ways to develop systems that can learn without specific rules. Public funding could help address this challenge early on. This would prevent the need to react to serious problems after they occur.




Ian Goodfellow is a renowned computer scientist and artificial intelligence (AI) researcher who has made significant contributions to the field of deep learning. He is best known for his invention of generative adversarial networks (GANs), a breakthrough technique that has revolutionized the way AI systems are trained.Goodfellow received his Ph.D. in machine learning from the University of Montreal in 2014, where he worked under the supervision of Yoshua Bengio, a pioneer in the field of deep learning. After completing his doctoral studies, Goodfellow joined the Google Brain team, where he continued to work on developing new AI algorithms and applications.In 2016, Goodfellow joined OpenAI, a non-profit research organization dedicated to advancing AI in a safe and beneficial way. As a research scientist at OpenAI, Goodfellow has continued to push the boundaries of AI research, working on projects ranging from natural language processing to robotics.Goodfellow is also a prolific writer and speaker, having published numerous papers on deep learning and AI in top-tier academic journals and conferences. He is also a sought-after speaker at industry events and conferences, where he shares his insights on the latest developments in AI and their potential impact on society.In addition to his research and writing, Goodfellow is also a mentor and collaborator to many young AI researchers and entrepreneurs. He is known for his collaborative and open approach to research, and for his commitment to advancing the field of AI in a responsible and ethical way.Overall, Ian Goodfellow is a leading figure in the field of AI, whose contributions have helped to shape the direction of research in this rapidly evolving field. His work has not only advanced our understanding of how AI systems learn and operate, but has also opened up new possibilities for the use of AI in a wide range of applications, from healthcare to finance to entertainment.






Source: https://obamawhitehouse.archives.gov/sites/default/files/microsites/ostp/OSTP-AI-RFI-Responses.pdf



Keywords: AI systems, values, techniques