Hey there! Did you know that a team called Superalignment, led by Ilya Sutskever, is working to develop strategies for steering and regulating superintelligent AI systems? They’ve been working on this since July and are tackling the complex challenge of aligning AI models that surpass human intelligence. They’re even exploring governance and control frameworks to address potential risks associated with highly intelligent systems. However, some people think their focus on superintelligent AI is premature.
In the future, humans will need to supervise AI systems much smarter than them.
— OpenAI (@OpenAI) December 14, 2023
We study an analogy: small models supervising large models.
Read the Superalignment team's first paper showing progress on a new approach, weak-to-strong generalization: https://t.co/BiBpGdqtKj pic.twitter.com/jmbbwcrmm8
Hey there! Did you hear about the latest work presented by the Superalignment team? It’s amazing! The team, which includes Collin Burns, Pavel Izmailov, and Leopold Aschenbrenner, shared their innovative approach at the NeurIPS conference. They’re using a less sophisticated AI model, like GPT-2, to guide a more advanced model, such as GPT-4, toward desired behaviors and away from undesirable ones.
This approach is like having human supervisors (represented by the weak model) guiding superintelligent AI (symbolized by the strong model) in a controlled manner. It’s revolutionary and could help explore alignment hypotheses in a new way. Hey there! Did you hear about the latest work presented by the Superalignment team? It’s amazing! The team, which includes Collin Burns, Pavel Izmailov, and Leopold Aschenbrenner, shared their innovative approach at the NeurIPS conference.
They’re using a less sophisticated AI model, like GPT-2, to guide a more advanced model, such as GPT-4, toward desired behaviors and away from undesirable ones. This approach is like having human supervisors (represented by the weak model) guiding superintelligent AI (symbolized by the strong model) in a controlled manner. It’s revolutionary and could help explore alignment hypotheses in a new way.
The team’s primary focus is to teach AI models to follow instructions effectively while ensuring the safety and accuracy of the outputs. The Superalignment team is aware of the challenges associated with aligning models that surpass human intelligence, and they emphasize the importance of research to solve this critical issue. To promote collaboration and innovation, OpenAI is launching a $10 million grant program for technical research on superintelligent alignment.
The program will allocate funds to academic labs, nonprofits, individual researchers, and graduate students. OpenAI is also planning to organize an academic conference on super alignment in early 2025 to share and promote research findings. Eric Schmidt, former Google CEO, and a supporter of AI research, is contributing to the funding.
The Superalignment team is dedicated to promoting transparency in their research and making it available to the public, including their code. Their mission is in line with OpenAI’s overarching goal of ensuring that AI is developed to benefit humanity safely.
However, the involvement of Schmidt, a notable figure with commercial interests in AI, has raised concerns about the commercial and ethical implications of OpenAI’s superalignment research. Despite this, the team remains committed to advancing the safety and benefits of advanced AI for the broader community.
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