少点错误 07月08日 22:12
MIT FutureTech are hiring a Postdoctoral Associate to work on AI Performance and Safety
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MIT FutureTech正在招聘AI性能与安全领域的博士后研究员,致力于探索和解决先进AI系统的性能极限、安全性和可预测性问题。该职位将侧重于设计和进行机器学习实验,研究AI的性能、效率、安全性和泛化能力。研究方向包括AI的scaling、安全性、可解释性和多智能体系统。申请者需要具备计算机科学、机器学习或相关领域的博士学位,熟悉深度学习框架,并有实际的AI研究经验。工作地点位于美国马萨诸塞州剑桥,也接受远程/混合办公模式。

💡 职位聚焦于实验性和理论性深度学习的交叉研究,旨在揭示、解释和扩展高性能、安全AI系统的极限及其深远影响。

🔬 研究将涵盖广泛领域,从理解和挑战学习极限,到在AI效率和安全的边界上增加一致性和可预测性。

💻 申请者需设计和进行AI实验,测试性能、鲁棒性、安全性及泛化能力的scaling,开发用于评估agent及其修改的agentful arenas,并构建用于评估AI对齐技术的工具和框架。

🤝 职位要求与跨学科团队合作,将AI安全见解融入研究和政策建议,并为AI安全与治理撰写研究论文、白皮书和公开报告。

🌍 工作地点首选美国马萨诸塞州剑桥,但也可远程/混合办公,薪资范围为65,000 - 75,000美元。

Published on July 8, 2025 2:02 PM GMT

Why apply or share?

‍Position Overview 

We are looking for the founding members for the Fundamental AI Group within FutureTech, positioned at the intersection of experimental and theoretical deep learning. Our primary focus is uncovering, explaining, and extending the limits of performant and safe AI systems and their far-reaching implications. Our projects span a broad spectrum, ranging from understanding and challenging the learning limits to adding coherence and predictability at the boundaries of AI efficiency and safety.

As a Postdoctoral Associate in AI Performance & Safety, you will conduct cutting-edge empirical research to better understand and guide the behavior of advanced AI systems. Your work will focus on: You will design, implement, and analyze machine learning experiments that explore the fundamental limits of AI performance and efficiency. The research you will work on addresses core questions, for example “What are these performance limits?

How far are we from them? and what would it take to close them? Additionally, the research you will work on will concurrently study the limits of safety and alignment, and address core questions such as “Can you predict if a system is “safe” before you train it? Why can you or can’t you predict this? Under what circumstances can this be done?” and “What are the implications for controlling ever-performant AI systems?”.

Key Responsibilities:

You May Be a Good Fit If You:

Location 

Cambridge, Massachusetts, USA is preferred, but remote/hybrid is also possible.

Salary

$65,000 - $75,000  (MIT HR set these salaries, unfortunately).

About MIT FutureTech

MIT FutureTech is an interdisciplinary group of computer scientists, engineers, and economists at MIT who study the foundations of progress in computing and Artificial Intelligence: the trends, implications, opportunities, and risks.  

Economic and social change is underpinned by advances in computing: for instance, improvements in the miniaturization of integrated circuits, the discovery, and refinement of algorithms, and the development and diffusion of better software systems and processes. We aim to identify and understand the trends in computing that create opportunities or risks and help leaders in computing, scientific funding bodies, and government to respond appropriately.

Our research helps to answer important questions including: Will AI progress accelerate or decline – and should it? What are the bottlenecks to growth from AI, and how might they be solved? What are the risks from AI, and how can we mitigate them?

To support our research, we run seminars and conferences to better connect the field of computer scientists, economists, and innovation scholars to build a thriving global research community. 

We advise governments, nonprofits and industry, including via National Academies panels on transformational technologies and scientific reliability, the Council on Competitiveness’ National Commission on Innovation and Competitiveness Frontiers, and the National Science Foundation’s National Network for Critical Technology Assessment.

Our work has been funded by Open Philanthropy, the National Science Foundation, Microsoft, Accenture, IBM, the MIT-Air Force AI accelerator, and the MIT Lincoln Laboratory, and widely cited, including by the 2024 Economic Report of the President.

Some of our recent outputs:  

Some recent articles about our research: 

You will be working with Dr. Neil Thompson, the Director of MIT FutureTech. Prior to starting FutureTech, Dr. Thompson was a professor of Innovation and Strategy at the MIT Sloan School of Management.  His PhD is in Business & Public Policy from Berkeley.  He also holds Master’s degrees in: Computer Science (Berkeley), Economics (London School of Economics), and Statistics (Berkeley).  Prior to joining academia, Dr. Thompson was a management consultant with Bain & Company, and worked for the Canadian Government and the United Nations. 

About the MIT Computer Science and Artificial Intelligence Lab (CSAIL) 

CSAIL is one of the world’s top research centers for computer science and artificial intelligence (currently ranked #1).  It has hosted 9 Turing awards winners (the “Nobel Prize of Computing”) and has pioneered many of the technologies that underpin computing.

How to apply

Please use this form to register interest in this role or to submit a general expression of interest.

Selected candidates will be first interviewed via Zoom. We are recruiting on a rolling basis and may close applications early if we find a suitable candidate, so please apply as soon as possible to maximize your chances.



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