SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment explores SafeHarness is a lifecycle-integrated security architecture for LLM agents that significantly reduces unsafe behavior and attack success rates.. Commercial viability score: 7/10 in LLM Security.
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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/safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deployment
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Agent Handoff
Canonical ID safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deployment | Route /paper/safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deployment
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deploymentMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.13630"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment",
"normalized_query": "2604.13630",
"route": "/paper/safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deployment",
"paper_ref": "safeharness-lifecycle-integrated-security-architecture-for-llm-based-agent-deployment",
"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 7.0
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