Springdrift: An Auditable Persistent Runtime for LLM Agents with Case-Based Memory, Normative Safety, and Ambient Self-Perception explores A persistent runtime for LLM agents with auditable memory, safety gating, and self-perception, enabling long-term continuity and forensic accountability.. Commercial viability score: 7/10 in Agents.
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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.
Page Freshness
Canonical route: /paper/springdrift-an-auditable-persistent-runtime-for-llm-agents-with-case-based-memory-normative-safety-and-ambient-self-perc
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID springdrift-an-auditable-persistent-runtime-for-llm-agents-with-case-based-memory-normative-safety-and-ambient-self-perc | Route /paper/springdrift-an-auditable-persistent-runtime-for-llm-agents-with-case-based-memory-normative-safety-and-ambient-self-perc
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/springdrift-an-auditable-persistent-runtime-for-llm-agents-with-case-based-memory-normative-safety-and-ambient-self-percMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.04660"
}
}source_context
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"query": "Springdrift: An Auditable Persistent Runtime for LLM Agents with Case-Based Memory, Normative Safety, and Ambient Self-Perception",
"normalized_query": "2604.04660",
"route": "/paper/springdrift-an-auditable-persistent-runtime-for-llm-agents-with-case-based-memory-normative-safety-and-ambient-self-perc",
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"topic_slug": null,
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"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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