Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
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Canonical route: /signal-canvas/bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 5/10
- Last proof check
- 2026-04-23
- Score updated
- 2026-04-23
- Score fresh until
- 2026-05-23
- References
- 0
- Source count
- 3
- Coverage
- 50%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
Canonical ID bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring | Route /signal-canvas/bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiringMCP example
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"paper_ref": "bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring",
"query_text": "Summarize Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring"
}
}source_context
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"mode": "paper",
"query": "Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring",
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"topic_slug": null,
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}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
PDF: https://arxiv.org/pdf/2604.19984v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-23T05:10:01.599Z
Signal Canvas receipt window
Watch and verify: Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
/buildability/bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring
Subject: Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
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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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/bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring
Paper ref
bias-in-the-tails-how-name-conditioned-evaluative-framing-in-resume-summaries-destabilizes-llm-based-hiring
arXiv id
2604.19984
Freshness
Generated at
2026-04-23T05:10:01.599Z
Evidence freshness
stale
Last verification
2026-04-23T05:10:01.599Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
69f7d02ae1d32156dcce8b1a5a0ea8c36ed3ea9d97c89318418543209f922be2
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: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
Canonical Paper Receipt
Last verification: 2026-04-23T05:10:01.599ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
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- - proof verification has not been recorded yet
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Dimensions overall score 5.0
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