Leading Across the Spectrum of Human-AI Relationships: A Conceptual Framework for Increasingly Heterogeneous Teams explores A conceptual framework to help leaders understand and manage the evolving spectrum of human and AI roles in decision-making teams.. Commercial viability score: 1/10 in Human-AI Collaboration.
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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/leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams | Route /paper/leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teamsMCP example
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/buildability/leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams
Subject: Leading Across the Spectrum of Human-AI Relationships: A Conceptual Framework for Increasingly Heterogeneous Teams
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 1.0
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/leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams
Paper ref
leading-across-the-spectrum-of-human-ai-relationships-a-conceptual-framework-for-increasingly-heterogeneous-teams
arXiv id
2604.27392
Generated at
2026-05-01T15:05:55.519Z
Evidence freshness
fresh
Last verification
2026-05-01T15:05:55.519Z
Sources
3
References
0
Coverage
50%
Lineage hash
e0a110709a4ae2851ed0250b8e263a9ad4cd86f7782d2a7d59050dd2e2552a72
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