Evidence Receipt. Related Resources.
Re-Centering Humans in LLM Personalization
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Use this Signal Canvas via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/re-centering-humans-in-llm-personalization
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-06-08
- Score updated
- 2026-06-08
- Score fresh until
- 2026-07-08
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Re-Centering Humans in LLM Personalization
Canonical ID re-centering-humans-in-llm-personalization | Route /signal-canvas/re-centering-humans-in-llm-personalization
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/re-centering-humans-in-llm-personalizationMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "re-centering-humans-in-llm-personalization",
"query_text": "Summarize Re-Centering Humans in LLM Personalization"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Re-Centering Humans in LLM Personalization",
"normalized_query": "2606.06614",
"route": "/signal-canvas/re-centering-humans-in-llm-personalization",
"paper_ref": "re-centering-humans-in-llm-personalization",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 3.0
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