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Research Paper

All articles tagged with #research paper

artificial-intelligence2 years ago

OpenAI's Ilya Sutskever Develops Tools to Control Superhuman AI

OpenAI's Chief Scientist, Ilya Sutskever, and his team have published a research paper outlining their efforts to develop tools that ensure the safe alignment of superhuman AI systems with human values. The paper proposes using smaller AI models to train larger, more advanced AI models, known as "weak-to-strong generalization." OpenAI currently relies on human feedback to align its AI models, but as they become more intelligent, this approach may no longer be sufficient. The research aims to address the challenge of controlling superhuman AI and preventing potential catastrophic harm. Sutskever's role at OpenAI remains unclear, but his team's groundbreaking research suggests ongoing efforts in AI alignment.

artificial-intelligence2 years ago

OpenAI's Superalignment Team Develops Tools to Control Superhuman AI

OpenAI's Chief Scientist, Ilya Sutskever, and his team have published a research paper outlining their efforts to develop tools for controlling a superhuman AI and ensuring its alignment with human values. The paper suggests that superintelligence, AI smarter than humans, could be developed within the next decade. The study explores the concept of training large AI models with smaller ones, known as "weak-to-strong generalization," which has shown promising results in terms of accuracy. While OpenAI acknowledges that this framework is not a definitive solution to AI alignment, they believe it represents a significant step forward in addressing the potential risks associated with superhuman AI. Sutskever's role at OpenAI remains unclear, as he has been absent from the company in recent weeks and has hired a lawyer.

ai2 years ago

"Revolutionary AI Image Editing Tool Allows for Seamless Manipulation in Seconds"

Researchers have developed a new AI model named DragGAN that allows users to manipulate images by simply dragging elements of a picture to change their appearance. The model generates the subject anew, offering flexibility and precision in image-warping. The researchers note that the user interface is the most interesting aspect of the work, as it makes image manipulation more accessible. While it is just a demo for now, it offers a clear solution to the lack of flexibility and precision in existing AI image generators.