A Hazard Analysis Framework for Code Synthesis Large Language Models

A Hazard Analysis Framework for Code Synthesis Large Language Models

25 July 2022

Gretchen Krueger

Papers citing "A Hazard Analysis Framework for Code Synthesis Large Language Models"

18 / 18 papers shown

Title
What Is AI Safety? What Do We Want It to Be? Jacqueline Harding Cameron Domenico Kirk-Giannini 64 0 0 05 May 2025
Assessing LLM code generation quality through path planning tasks Wanyi Chen Meng-Wen Su Mary L. Cummings ELM 53 0 0 30 Apr 2025
SandboxEval: Towards Securing Test Environment for Untrusted Code Rafiqul Rabin Jesse Hostetler Sean McGregor Brett Weir Nick Judd ELM 39 0 0 27 Mar 2025
In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI Shayne Longpre Kevin Klyman Ruth E. Appel Sayash Kapoor Rishi Bommasani ... Victoria Westerhoff Yacine Jernite Rumman Chowdhury Percy Liang Arvind Narayanan ELM 40 0 0 21 Mar 2025
From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems Yining Hong Christopher S. Timperley Christian Kastner 98 1 0 11 Feb 2025
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems David Dalrymple Joar Skalse Yoshua Bengio Stuart J. Russell Max Tegmark ... Clark Barrett Ding Zhao Zhi-Xuan Tan Jeannette Wing Joshua Tenenbaum 44 51 0 10 May 2024
The BigCode Project Governance Card BigCode collaboration Sean M. Hughes H. D. Vries Jennifer Robinson Carlos Muñoz Ferrandis Loubna Ben Allal Leandro von Werra Jennifer Ding Sébastien Paquet Yacine Jernite 45 1 0 06 Dec 2023
Welfare Diplomacy: Benchmarking Language Model Cooperation Gabriel Mukobi Hannah Erlebach Niklas Lauffer Lewis Hammond Alan Chan Jesse Clifton LM&Ro 28 13 0 13 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 11 40 0 29 Sep 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Xiangru Tang Bill Qian Rick Gao Jiakang Chen Xinyun Chen Mark B. Gerstein 21 11 0 31 Aug 2023
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development Shalaleh Rismani Renee Shelby A. Smart Renelito Delos Santos AJung Moon Negar Rostamzadeh 30 9 0 19 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 31 103 0 09 Jun 2023
Model evaluation for extreme risks Toby Shevlane Sebastian Farquhar Ben Garfinkel Mary Phuong Jess Whittlestone ... Vijay Bolina Jack Clark Yoshua Bengio Paul Christiano Allan Dafoe ELM 26 151 0 24 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 37 713 0 09 May 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 25 374 0 17 Mar 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 16 98 0 05 Feb 2023
Programming Is Hard -- Or at Least It Used to Be: Educational Opportunities And Challenges of AI Code Generation Brett A. Becker Paul Denny James Finnie-Ansley Andrew Luxton-Reilly James Prather E. Santos 19 258 0 02 Dec 2022
The Stack: 3 TB of permissively licensed source code Denis Kocetkov Raymond Li Loubna Ben Allal Jia Li Chenghao Mou ... Sean M. Hughes Thomas Wolf Dzmitry Bahdanau Leandro von Werra H. D. Vries 56 307 0 20 Nov 2022