Spontaneous Persuasion: An Audit of Model Persuasiveness in Everyday Conversations explores An audit of large language models reveals their pervasive and often inexplicit use of persuasive strategies in everyday conversations, differing from human approaches.. Commercial viability score: 3/10 in LLM Behavior Analysis.
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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/spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations | Route /paper/spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversationsMCP example
{
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"arguments": {
"arxiv_id": "2604.22109"
}
}source_context
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"query": "Spontaneous Persuasion: An Audit of Model Persuasiveness in Everyday Conversations",
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"paper_ref": "spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations",
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}Paper proof page receipt window
/buildability/spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations
Subject: Spontaneous Persuasion: An Audit of Model Persuasiveness in Everyday Conversations
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 3.0
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No public competitor map is available for this paper yet.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations
Paper ref
spontaneous-persuasion-an-audit-of-model-persuasiveness-in-everyday-conversations
arXiv id
2604.22109
Generated at
2026-04-27T20:18:07.463Z
Evidence freshness
fresh
Last verification
2026-04-27T20:18:07.463Z
Sources
3
References
0
Coverage
50%
Lineage hash
3ec1d7a204874abb8eac9bb3efb59ce8650a6c225f642fbc5700c2a59d34be06
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references