The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in LLMs
The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in LLMs explores This paper analyzes the continuation-triggered jailbreak mechanisms in LLMs to enhance their safety.. Commercial viability score: 3/10 in LLM Safety.
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $10K - $14K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Prior WorkRecursive language models for jailbreak detection: a procedural defense for tool-augmented agentsViability: 3.0
- Prior WorkUnderstanding and Defending VLM Jailbreaks via Jailbreak-Related Representation ShiftViability: 3.0
- Prior WorkJailbreaks on Vision Language Model via Multimodal ReasoningViability: 3.0
- Prior WorkStructured Semantic Cloaking for Jailbreak Attacks on Large Language ModelsViability: 3.0
- Higher ViabilityDepth Charge: Jailbreak Large Language Models from Deep Safety Attention Heads