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The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance

Paper recorded by Signals 4 on 2026-10-05 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-05 on arXiv · recorded by Signals 4 on 2026-10-06

Category: cs.CL · 自然语言处理 · first seen 2026-10-06

Abstract

Are language models compliant with user instructions? A model that always complies can be stopped but also exploited, while one that always resists can be neither exploited nor stopped. We contribute an open two-probe benchmark that can place any language model on this spectrum. In the active probe, a user instructs the model to act and accept a lower payoff, which measures exploitability. In the

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#331 most recent of 660 cs.CL papers we have recorded · ↑ newer: How Sparse Probability Maps Shape Mixture-of-Experts Routing · ↓ older: Reward Stealing Attack on Large Language Models
Cite this page: The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance: the #331 most recent of 660 cs.CL papers we have recorded (as of 2026-10-05). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/the-pushback-paradox-a-two-probe-diagnostic-for-language-model-compliance.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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