How Supply Chain Dependencies Complicate Bias Measurement and Accountability Attribution in AI Hiring Applications explores This paper analyzes how complex supply chains in AI hiring systems fragment responsibility, complicating bias evaluation and accountability attribution, and proposes multi-layered interventions for effective governance.. Commercial viability score: 3/10 in AI Governance.
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Page Freshness
Canonical route: /paper/how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications | Route /paper/how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applicationsMCP example
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/buildability/how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications
Subject: How Supply Chain Dependencies Complicate Bias Measurement and Accountability Attribution in AI Hiring Applications
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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.
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Dimensions overall score 3.0
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Receipt path
/buildability/how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications
Paper ref
how-supply-chain-dependencies-complicate-bias-measurement-and-accountability-attribution-in-ai-hiring-applications
arXiv id
2604.22679
Generated at
2026-04-27T20:17:46.526Z
Evidence freshness
fresh
Last verification
2026-04-27T20:17:46.526Z
Sources
3
References
0
Coverage
50%
Lineage hash
41fc6480e5242073e4f0968934a3137a3689c54035d9507a46b8ef0e2ca984a5
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
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