Zobrazeno 1 - 10
of 1 680
pro vyhledávání: '"Kořínek, A."'
Autor:
Korinek, Anton
This paper examines the profound challenges that transformative advances in AI towards Artificial General Intelligence (AGI) will pose for economists and economic policymakers. I examine how the Age of AI will revolutionize the basic structure of our
Externí odkaz:
http://arxiv.org/abs/2409.13168
Autor:
Anwar, Usman, Saparov, Abulhair, Rando, Javier, Paleka, Daniel, Turpin, Miles, Hase, Peter, Lubana, Ekdeep Singh, Jenner, Erik, Casper, Stephen, Sourbut, Oliver, Edelman, Benjamin L., Zhang, Zhaowei, Günther, Mario, Korinek, Anton, Hernandez-Orallo, Jose, Hammond, Lewis, Bigelow, Eric, Pan, Alexander, Langosco, Lauro, Korbak, Tomasz, Zhang, Heidi, Zhong, Ruiqi, hÉigeartaigh, Seán Ó, Recchia, Gabriel, Corsi, Giulio, Chan, Alan, Anderljung, Markus, Edwards, Lilian, Petrov, Aleksandar, de Witt, Christian Schroeder, Motwan, Sumeet Ramesh, Bengio, Yoshua, Chen, Danqi, Torr, Philip H. S., Albanie, Samuel, Maharaj, Tegan, Foerster, Jakob, Tramer, Florian, He, He, Kasirzadeh, Atoosa, Choi, Yejin, Krueger, David
This work identifies 18 foundational challenges in assuring the alignment and safety of large language models (LLMs). These challenges are organized into three different categories: scientific understanding of LLMs, development and deployment methods
Externí odkaz:
http://arxiv.org/abs/2404.09932
Autor:
Korinek, Anton, Suh, Donghyun
We analyze how output and wages behave under different scenarios for technological progress that may culminate in Artificial General Intelligence (AGI), defined as the ability of AI systems to perform all tasks that humans can perform. We assume that
Externí odkaz:
http://arxiv.org/abs/2403.12107
Autor:
Vipra, Jai, Korinek, Anton
We analyze the structure of the market for foundation models, i.e., large AI models such as those that power ChatGPT and that are adaptable to downstream uses, and we examine the implications for competition policy and regulation. We observe that the
Externí odkaz:
http://arxiv.org/abs/2311.01550
Autor:
Seger, Elizabeth, Dreksler, Noemi, Moulange, Richard, Dardaman, Emily, Schuett, Jonas, Wei, K., Winter, Christoph, Arnold, Mackenzie, hÉigeartaigh, Seán Ó, Korinek, Anton, Anderljung, Markus, Bucknall, Ben, Chan, Alan, Stafford, Eoghan, Koessler, Leonie, Ovadya, Aviv, Garfinkel, Ben, Bluemke, Emma, Aird, Michael, Levermore, Patrick, Hazell, Julian, Gupta, Abhishek
Recent decisions by leading AI labs to either open-source their models or to restrict access to their models has sparked debate about whether, and how, increasingly capable AI models should be shared. Open-sourcing in AI typically refers to making mo
Externí odkaz:
http://arxiv.org/abs/2311.09227
Autor:
Anderljung, Markus, Barnhart, Joslyn, Korinek, Anton, Leung, Jade, O'Keefe, Cullen, Whittlestone, Jess, Avin, Shahar, Brundage, Miles, Bullock, Justin, Cass-Beggs, Duncan, Chang, Ben, Collins, Tantum, Fist, Tim, Hadfield, Gillian, Hayes, Alan, Ho, Lewis, Hooker, Sara, Horvitz, Eric, Kolt, Noam, Schuett, Jonas, Shavit, Yonadav, Siddarth, Divya, Trager, Robert, Wolf, Kevin
Advanced AI models hold the promise of tremendous benefits for humanity, but society needs to proactively manage the accompanying risks. In this paper, we focus on what we term "frontier AI" models: highly capable foundation models that could possess
Externí odkaz:
http://arxiv.org/abs/2307.03718
Publikováno v:
Epilepsia Open, Vol 9, Iss 3, Pp 865-890 (2024)
Abstract Epilepsy is the most common chronic neurological disease, affecting nearly 1%–2% of the world's population. Current pharmacological treatment and regimen adjustments are aimed at controlling seizures; however, they are ineffective in one
Externí odkaz:
https://doaj.org/article/654b20c013e34e87a83a3d6782b3c182
Autor:
Korinek, Anton, Balwit, Avital
As artificial intelligence (AI) becomes more powerful and widespread, the AI alignment problem - how to ensure that AI systems pursue the goals that we want them to pursue - has garnered growing attention. This article distinguishes two types of alig
Externí odkaz:
http://arxiv.org/abs/2205.04279
Publikováno v:
In Critical Reviews in Oncology / Hematology December 2024 204
Publikováno v:
In Progress in Nuclear Energy August 2024 173