The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
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Use Signal Canvas as the narrative proof surface
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.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/the-pragmatic-persona-discovering-llm-persona-through-bridging-inference
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 8/10
- Last proof check
- 2026-04-28
- Score updated
- 2026-04-28
- Score fresh until
- 2026-05-28
- References
- 0
- Source count
- 4
- Coverage
- 67%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
Canonical ID the-pragmatic-persona-discovering-llm-persona-through-bridging-inference | Route /signal-canvas/the-pragmatic-persona-discovering-llm-persona-through-bridging-inference
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/the-pragmatic-persona-discovering-llm-persona-through-bridging-inferenceMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "the-pragmatic-persona-discovering-llm-persona-through-bridging-inference",
"query_text": "Summarize The Pragmatic Persona: Discovering LLM Persona through Bridging Inference"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
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"normalized_query": "2604.24079",
"route": "/signal-canvas/the-pragmatic-persona-discovering-llm-persona-through-bridging-inference",
"paper_ref": "the-pragmatic-persona-discovering-llm-persona-through-bridging-inference",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
PDF: https://arxiv.org/pdf/2604.24079v1
Repository: https://github.com/JiSoo-Yang/Persona_Bridging.git
Source count: 4
Coverage: 67%
Last proof check: 2026-04-28T15:16:56.178Z
Signal Canvas receipt window
Ready for execution: The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
/buildability/the-pragmatic-persona-discovering-llm-persona-through-bridging-inference
Subject: The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/the-pragmatic-persona-discovering-llm-persona-through-bridging-inference
Paper ref
the-pragmatic-persona-discovering-llm-persona-through-bridging-inference
arXiv id
2604.24079
Freshness
Generated at
2026-04-28T15:16:56.178Z
Evidence freshness
fresh
Last verification
2026-04-28T15:16:56.178Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
2b03a36c17df5cec861457f75e61691a6613c71a4990b9fdbf3c185ceb72c46c
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
Canonical Paper Receipt
Last verification: 2026-04-28T15:16:56.178ZFreshness: fresh
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 67%
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 8.0
GitHub Code Pulse
Key claims
Startup potential card
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