The Machine Intelligence Research Institute (MIRI), formerly the Singularity Institute for Artificial Intelligence (SIAI), is a non-profit research institute focused since 2005 on identifying and managing potential existential risks from artificial general intelligence.
MIRI’s work has focused on a friendly AI approach to system design and on predicting the rate of technology development.
In 2000, Eliezer Yudkowsky founded the Singularity Institute for Artificial Intelligence with funding from Brian and Sabine Atkins, with the purpose of accelerating the development of artificial intelligence (AI). See onAir post.
The Machine Intelligence Research Institute (MIRI) is a 501(c)(3) nonprofit based in Berkeley, California. We do research and public outreach intended to help prevent human extinction from the development of artificial superintelligence (ASI).
What we do
Founded more than 20 years ago, MIRI was among the first to recognize the future invention of artificial superintelligence as the most important—and potentially catastrophic—event in the twenty-first century. MIRI was the first organization to advocate for and work on ASI alignment as a technical problem, and has played a central role in building the field over the years.
Unfortunately, our efforts failed to prevent the current emergency. The alignment problem is not on track to be solved before the leading companies succeed in building smarter-than-human AI, and the default outcome is human extinction.
Our priority now is to use the lessons we’ve learned so far to inform the world about the situation and what needs to be done.
Extinction from AI is a live possibility, and the only reasonable response is to stop AI development altogether, until such a time as the alignment problem has been solved.
The Machine Intelligence Research Institute (MIRI), formerly the Singularity Institute for Artificial Intelligence (SIAI), is a non-profitresearch institute focused since 2005 on identifying and managing potential existential risks from artificial general intelligence. MIRI’s work has focused on a friendly AI approach to system design and on predicting the rate of technology development.
In 2000, Eliezer Yudkowsky founded the Singularity Institute for Artificial Intelligence with funding from Brian and Sabine Atkins, with the purpose of accelerating the development of artificial intelligence (AI).[1][2][3] However, Yudkowsky began to be concerned that AI systems developed in the future could become superintelligent and pose risks to humanity,[1] and in 2005 the institute moved to Silicon Valley and began to focus on ways to identify and manage those risks, which were at the time largely ignored by scientists in the field.[2]
Starting in 2006, the Institute organized the Singularity Summit to discuss the future of AI including its risks, initially in cooperation with Stanford University and with funding from Peter Thiel. The San Francisco Chronicle described the first conference as a “Bay Area coming-out party for the tech-inspired philosophy called transhumanism“.[4][5] In 2011, its offices were four apartments in downtown Berkeley.[6] In December 2012, the institute sold its name, web domain, and the Singularity Summit to Singularity University,[7] and in the following month took the name “Machine Intelligence Research Institute”.[8]
In 2014 and 2015, public and scientific interest in the risks of AI grew, increasing donations to fund research at MIRI and similar organizations.[3][9]: 327
In 2019, Open Philanthropy recommended a general-support grant of approximately $2.1 million over two years to MIRI.[10] In April 2020, Open Philanthropy supplemented this with a $7.7M grant over two years.[11][12]
Nate Soares presenting an overview of the AI alignment problem at Google in 2016
MIRI’s approach to identifying and managing the risks of AI, led by Yudkowsky, primarily addresses how to design friendly AI, covering both the initial design of AI systems and the creation of mechanisms to ensure that evolving AI systems remain friendly.[3][14][15]
MIRI researchers advocate early safety work as a precautionary measure.[16] However, MIRI researchers have expressed skepticism about the views of singularity advocates like Ray Kurzweil that superintelligence is “just around the corner”.[14] MIRI has funded forecasting work through an initiative called AI Impacts, which studies historical instances of discontinuous technological change, and has developed new measures of the relative computational power of humans and computer hardware.[17]
MIRI aligns itself with the principles and objectives of the effective altruism movement.[18]
Soares, Nate; Levinstein, Benjamin A. (2017). “Cheating Death in Damascus”(PDF). Formal Epistemology Workshop. Retrieved 28 July 2018.
Soares, Nate; Fallenstein, Benja; Yudkowsky, Eliezer; Armstrong, Stuart (2015). “Corrigibility”. AAAI Workshops: Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, TX, January 25–26, 2015. AAAI Publications. Archived from the original on 2016-01-15. Retrieved 2015-10-16.