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The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era explores A framework that assesses skill obsolescence and emergence in the labor market due to AI advancements.. Commercial viability score: 8/10 in AI Skills 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/the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era | Route /paper/the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-eraMCP example
{
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"arguments": {
"arxiv_id": "2604.06906"
}
}source_context
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"query": "The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era",
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"topic_slug": null,
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}Paper proof page receipt window
/buildability/the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era
Subject: The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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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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Dimensions overall score 8.0
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This equation defines the score or evaluation function that determines model quality.
Page and bbox are available; crop image is pending.
Owned Distribution
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Receipt path
/buildability/the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era
Paper ref
the-ai-skills-shift-mapping-skill-obsolescence-emergence-and-transition-pathways-in-the-llm-era
arXiv id
2604.06906
Generated at
2026-04-10T00:18:52.571Z
Evidence freshness
stale
Last verification
2026-04-10T00:18:52.571Z
Sources
3
References
0
Coverage
50%
Lineage hash
827aaa1f22fa2aec0187207554f200a027eb7c4f1cfacb4d33bff448465a456d
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
This equation captures one of the core mathematical components of the system. |M| m∈M t∈Ts
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This equation captures one of the core mathematical components of the system. rank correlation is ρ = −0.300 (p = 0.08). While neither
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