Socratic Machines

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breakend 

authored 15 papers about 1 month ago

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021

Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications

Paper • 2402.05162 • Published Feb 7, 2024 • 1

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Paper • 2308.11462 • Published Aug 20, 2023 • 3

FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning

Paper • 2404.02127 • Published Apr 2, 2024

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 32

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022

Safety Alignment Should Be Made More Than Just a Few Tokens Deep

Paper • 2406.05946 • Published Jun 10, 2024

The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources

Paper • 2406.16746 • Published Jun 24, 2024

Fantastic Copyrighted Beasts and How (Not) to Generate Them

Paper • 2406.14526 • Published Jun 20, 2024 • 1

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors

Paper • 2406.14598 • Published Jun 20, 2024

Evaluating Copyright Takedown Methods for Language Models

Paper • 2406.18664 • Published Jun 26, 2024 • 1

In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI

Paper • 2503.16861 • Published Mar 21 • 1

General Scales Unlock AI Evaluation with Explanatory and Predictive Power

Paper • 2503.06378 • Published Mar 9 • 1

On Evaluating the Durability of Safeguards for Open-Weight LLMs

Paper • 2412.07097 • Published Dec 10, 2024 • 1

LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?

Paper • 2506.11928 • Published Jun 13 • 24

breakend 

authored a paper 2 months ago

Dynamic Risk Assessments for Offensive Cybersecurity Agents

Paper • 2505.18384 • Published May 23 • 8

breakend 

authored 2 papers over 1 year ago

On the Societal Impact of Open Foundation Models

Paper • 2403.07918 • Published Feb 27, 2024 • 17

Foundation Models and Fair Use

Paper • 2303.15715 • Published Mar 28, 2023 • 2

breakend 

authored a paper about 2 years ago

Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs

Paper • 2305.02440 • Published May 3, 2023 • 1

breakend 

authored a paper over 2 years ago

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset

Paper • 2207.00220 • Published Jul 1, 2022 • 3