Evidence Receipt. Related Resources.
ProToken: Token-Level Attribution for Federated Large Language Models
Compared to this week’s papers
Verification pending
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Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
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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/protoken-token-level-attribution-for-federated-large-language-models
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-02
- Score updated
- 2026-04-02
- Score fresh until
- 2026-05-02
- References
- 0
- Source count
- 0
- Coverage
- 17%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
ProToken: Token-Level Attribution for Federated Large Language Models
Canonical ID protoken-token-level-attribution-for-federated-large-language-models | Route /signal-canvas/protoken-token-level-attribution-for-federated-large-language-models
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/protoken-token-level-attribution-for-federated-large-language-modelsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "protoken-token-level-attribution-for-federated-large-language-models",
"query_text": "Summarize ProToken: Token-Level Attribution for Federated Large Language Models"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "ProToken: Token-Level Attribution for Federated Large Language Models",
"normalized_query": "2601.19672",
"route": "/signal-canvas/protoken-token-level-attribution-for-federated-large-language-models",
"paper_ref": "protoken-token-level-attribution-for-federated-large-language-models",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 3.0
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