Identity as Attractor: Geometric Evidence for Persistent Agent Architecture in LLM Activation Space explores This research provides evidence that agent identity induces attractor-like geometry in LLM activation space, offering a new way to understand and potentially control LLM behavior.. Commercial viability score: 7/10 in LLM Analysis.
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Freshness
Canonical route: /paper/identity-as-attractor-geometric-evidence-for-persistent-agent-architecture-in-llm-activation-space
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Agent Handoff
Canonical ID identity-as-attractor-geometric-evidence-for-persistent-agent-architecture-in-llm-activation-space | Route /paper/identity-as-attractor-geometric-evidence-for-persistent-agent-architecture-in-llm-activation-space
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/identity-as-attractor-geometric-evidence-for-persistent-agent-architecture-in-llm-activation-spaceMCP example
{
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"arguments": {
"arxiv_id": "2604.12016"
}
}source_context
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"paper_ref": "identity-as-attractor-geometric-evidence-for-persistent-agent-architecture-in-llm-activation-space",
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}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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