Silencing the Guardrails: Inference-Time Jailbreaking via Dynamic Contextual Representation Ablation explores An inference-time intervention framework that dynamically silences LLM guardrails by ablating contextual representations.. Commercial viability score: 6/10 in LLM Safety.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Freshness
Canonical route: /paper/silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablation
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Proof Quality
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Agent Handoff
Canonical ID silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablation | Route /paper/silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablation
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablationMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.07835"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Silencing the Guardrails: Inference-Time Jailbreaking via Dynamic Contextual Representation Ablation",
"normalized_query": "2604.07835",
"route": "/paper/silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablation",
"paper_ref": "silencing-the-guardrails-inference-time-jailbreaking-via-dynamic-contextual-representation-ablation",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Dimensions overall score 6.0
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