The Gradient of Generative AI Release: Methods and Considerations

5 February 2023

Papers citing "The Gradient of Generative AI Release: Methods and Considerations"

50 / 52 papers shown

Title
Opening the Scope of Openness in AI Tamara Paris AJung Moon Jin Guo 31 0 0 09 May 2025
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Will Hawkins Chris Russell Brent Mittelstadt DiffM 132 0 0 06 May 2025
Beyond Release: Access Considerations for Generative AI Systems Irene Solaiman Rishi Bommasani Dan Hendrycks Ariel Herbert-Voss Yacine Jernite Aviya Skowron Andrew Trask 62 1 0 23 Feb 2025
How far can bias go? -- Tracing bias from pretraining data to alignment Marion Thaler Abdullatif Köksal Alina Leidinger Anna Korhonen Hinrich Schutze 71 0 0 28 Nov 2024
From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems Shalaleh Rismani Roel Dobbe AJung Moon 24 1 0 29 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 33 1 0 19 Oct 2024
Leveraging Open-Source Large Language Models for Native Language Identification Yee Man Ng Ilia Markov 30 0 0 15 Sep 2024
Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact Archana Ahlawat Amy Winecoff Jonathan Mayer 56 1 0 11 Sep 2024
Acceptable Use Policies for Foundation Models Kevin Klyman 31 14 0 29 Aug 2024
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations Robert Wolfe Tanushree Mitra 38 1 0 04 Aug 2024
PRISM: A Design Framework for Open-Source Foundation Model Safety Terrence Neumann Bryan Jones 42 1 0 14 Jun 2024
The AI Community Building the Future? A Quantitative Analysis of Development Activity on Hugging Face Hub Cailean Osborne Jennifer Ding Hannah Rose Kirk 25 41 0 20 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 50 2 0 19 May 2024
Societal Adaptation to Advanced AI Jamie Bernardi Gabriel Mukobi Hilary Greaves Lennart Heim Markus Anderljung 42 5 0 16 May 2024
Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksander Petrov Bertie Vidgen Christian Schroeder Fabio Pizzati ... Matthew Jackson Phillip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 45 18 0 14 May 2024
Near to Mid-term Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksandar Petrov Bertie Vidgen Christian Schroeder de Witt Fabio Pizzati ... Paul Röttger Philip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 46 6 0 25 Apr 2024
GPT, Ontology, and CAABAC: A Tripartite Personalized Access Control Model Anchored by Compliance, Context and Attribute Raza Nowrozy Khandakar Ahmed Hua Wang 27 5 0 13 Mar 2024
On the Societal Impact of Open Foundation Models Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami ... Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan 26 54 0 27 Feb 2024
Governance of Generative Artificial Intelligence for Companies Johannes Schneider Rene Abraham Christian Meske SILM 46 5 0 05 Feb 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 39 7 0 01 Feb 2024
Red-Teaming for Generative AI: Silver Bullet or Security Theater? Michael Feffer Anusha Sinha Wesley Hanwen Deng Zachary Chase Lipton Hoda Heidari AAML 38 67 0 29 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 34 78 0 25 Jan 2024
Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 20 32 0 23 Jan 2024
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan Ben Bucknall Herbie Bradley David M. Krueger 14 6 0 22 Dec 2023
AI capabilities can be significantly improved without expensive retraining Tom Davidson Jean-Stanislas Denain Pablo Villalobos Guillem Bas OffRL VLM 24 26 0 12 Dec 2023
Towards Responsible Governance of Biological Design Tools Richard Moulange Max Langenkamp Tessa Alexanian Samuel Curtis Morgan Livingston ELM SILM 34 2 0 27 Nov 2023
Contextual Confidence and Generative AI Shrey Jain Zoe Hitzig Pamela Mishkin 36 5 0 02 Nov 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models Pierre Colombo Victor Pellegrain Malik Boudiaf Victor Storchan Myriam Tami Ismail Ben Ayed C´eline Hudelot Pablo Piantanida 38 8 0 21 Oct 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing Sireesh Gururaja Amanda Bertsch Clara Na D. Widder Emma Strubell 27 3 0 11 Oct 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 20 40 0 29 Sep 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 36 29 0 16 Sep 2023
Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AI Yuqian Sun Zhouyi Li Ke Fang Chang Hee Lee Ali Asadipour 11 29 0 24 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 53 19 0 14 Aug 2023
A Cost Analysis of Generative Language Models and Influence Operations Micah Musser 32 19 0 07 Aug 2023
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators Andreas Liesenfeld Alianda Lopez Mark Dingemanse ALM 15 86 0 08 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 44 118 0 06 Jul 2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society Irene Solaiman Zeerak Talat William Agnew Lama Ahmad Dylan K. Baker ... Marie-Therese Png Shubham Singh A. Strait Lukas Struppek Arjun Subramonian ELM EGVM 31 104 0 09 Jun 2023
Safety and Fairness for Content Moderation in Generative Models Susan Hao Piyush Kumar Sarah Laszlo Shivani Poddar Bhaktipriya Radharapu Renee Shelby EGVM 32 20 0 09 Jun 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 27 13 0 22 May 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 48 716 0 09 May 2023
Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing Lucie-Aimée Kaffee Arnav Arora Zeerak Talat Isabelle Augenstein 32 5 0 17 Apr 2023
Democratising AI: Multiple Meanings, Goals, and Methods Elizabeth Seger Aviv Ovadya Ben Garfinkel Divya Siddarth Allan Dafoe 16 55 0 22 Mar 2023
What does it take to catch a Chinchilla? Verifying Rules on Large-Scale Neural Network Training via Compute Monitoring Yonadav Shavit 28 22 0 20 Mar 2023
Protecting Society from AI Misuse: When are Restrictions on Capabilities Warranted? Markus Anderljung Julian Hazell 14 30 0 16 Mar 2023
Exploring the Relevance of Data Privacy-Enhancing Technologies for AI Governance Use Cases Emma Bluemke Tantum Collins Ben Garfinkel Andrew Trask 14 10 0 15 Mar 2023
Regulating ChatGPT and other Large Generative AI Models P. Hacker A. Engel M. Mauer AILaw 24 328 0 05 Feb 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 33 13 0 09 Jan 2023
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 23 47 0 27 Nov 2022
Red-Teaming the Stable Diffusion Safety Filter Javier Rando Daniel Paleka David Lindner Lennard Heim Florian Tramèr DiffM 124 183 0 03 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022