Explanipedia

AI Agents for Economic Research Open

Anton Korinek · 2025

AI Agents for Economic Research Open

Anton Korinek · 2025

Foundational Challenges in Assuring Alignment and Safety of Large Language Models Open

Anwar Usman, Abulhair Saparov, Javier Rando, Daniel Paleka, Miles Turpin , et al. · 2024

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 deploym…

Fiscal Monitor, April 2024 Open

Hamid Davoodi, Enrico Gregorio, Carlos Alberto Gonçalves, Gabriel Hegab, Youssouf Kiendrebeogo , et al. · 2024

Even as the global economic outlook is stabilizing, fiscal policy continues to struggle with legacies of high debt and deficits, while facing new challenges. Public finances risks are acute this year as over 80 economies and economic areas…

Scenarios for the Transition to AGI Open

Anton Korinek, Donghyun Suh · 2024

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 …

Scenarios for the Transition to AGI Open

Anton Korinek, Donghyun Suh · 2024

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 a…

Scenarios for the Transition to AGI Open

Anton Korinek, Donghyun Suh · 2024

Scenarios for the Transition to AGI Open

Anton Korinek, Donghyun Suh · 2024

Concentrating Intelligence: Scaling and Market Structure in Artificial Intelligence Open

Anton Korinek, Jai Vipra · 2024

Generative AI for Economic Research: LLMs Learn to Collaborate and Reason Open

Anton Korinek · 2024

Market Concentration Implications of Foundation Models Open

Jai Vipra, Anton Korinek · 2023

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 obser…

Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Open

Elizabeth Seger, Noemi Dreksler, Richard Moulange, Emily Dardaman, Jonas Schuett , et al. · 2023

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 t…

Frontier AI Regulation: Managing Emerging Risks to Public Safety Open

Markus Anderljung, Joslyn Barnhart, Jade Leung, Anton Korinek, Cullen O’Keefe , et al. · 2023

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 co…

Language Models and Cognitive Automation for Economic Research Open

Anton Korinek · 2023

Large language models (LLMs) such as ChatGPT have the potential to revolutionize research in economics and other disciplines.I describe 25 use cases along six domains in which LLMs are starting to become useful as both research assistants …

Language Models and Cognitive Automation for Economic Research Open

Anton Korinek · 2023

Open-Sourcing Highly Capable Foundation Models: An Evaluation of Risks, Benefits, and Alternative Methods for Pursuing Open-Source Objectives Open

Elizabeth Seger, Noemi Dreksler, Richard Moulange, Emily Dardaman, Jonas Schuett , et al. · 2023

Long-Term Debt Propagation and Real Reversals Open

Mathias Drehmann, Mikael Juselius, Anton Korinek · 2023

Preparing for the (Non-Existent?) Future of Work Open

Anton Korinek, Megan Juelfs · 2022

This paper considers the labor market and distributional implications of a scenario of ever-moreintelligent autonomous machines that substitute for human labor and drive down wages.We lay out three concerns arising from such a scenario and…

Aligned with Whom? Direct and social goals for AI systems Open

Anton Korinek, Avital Balwit · 2022

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 ty…

Aligned with Whom? Direct and Social Goals for AI Systems Open

Anton Korinek, Avital Balwit · 2022

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 …

Cyberattack on Abank Open

Anton Korinek, George Allayannis · 2022

Preparing for the (Non-Existent?) Future of Work Open

Anton Korinek, Megan Juelfs · 2022

Aligned with Whom? Direct and Social Goals for Ai Systems Open

Anton Korinek, Avital Balwit · 2022

Technological Progress and Artificial Intelligence Open

Anton Korinek, Martin Schindler, Joseph E. Stiglitz · 2021

Advances in artificial intelligence and automation have the potential to be labor-saving and to increase inequality and poverty around the globe. They also give rise to winner-takes-all dynamics that advantage highly skilled individuals an…

Technological Progress, Artificial Intelligence, and Inclusive Growth Open

Anton Korinek, Martin Schindler, Joseph E. Stiglitz · 2021

Advances in artificial intelligence and automation have the potential to be labor-saving and to increase inequality and poverty around the globe. They also give rise to winner-takes-all dynamics that advantage highly skilled individuals an…

Technological Progress, Artificial Intelligence, and Inclusive Growth Open

Martin Schindler, Anton Korinek, Joseph E. Stiglitz · 2021

Advances in artificial intelligence and automation have the potential to be labor-saving and to increase inequality and poverty around the globe.They also give rise to winner-takes-all dynamics that advantage highly skilled individuals and…

AI and Shared Prosperity Open

Katya Klinova, Anton Korinek · 2021

Future advances in AI that automate away human labor may have stark implications for labor markets and inequality. This paper proposes a framework to analyze the effects of specific types of AI systems on the labor market, based on how muc…

Covid-19 driven advances in automation and artificial intelligence risk exacerbating economic inequality Open

Anton Korinek, Joseph E. Stiglitz · 2021

Anton Korinek and Joseph E Stiglitz make the case for a deliberate effort to steer technological advances in a direction that enhances the role of human workers

Artificial Intelligence, Globalization, and Strategies for Economic Development Open

Anton Korinek, Joseph E. Stiglitz · 2021

Progress in artificial intelligence and related forms of automation technologies threatens to reverse the gains that developing countries and emerging markets have experienced from integrating into the world economy over the past half cent…

Artificial Intelligence, Globalization, and Strategies for Economic Development Open

Anton Korinek, Joseph E. Stiglitz · 2021

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