Buildability / Receipt
Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page 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
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 43, "author": "Huy Nghiem; Phuong-Anh Nguyen-Le; Sy-Tuyen Ho; Hal Daume III au2"
Compute
{"file name": "input.pdf", "number of pages": 43, "author": "Huy Nghiem; Phuong-Anh Nguyen-Le; Sy-Tuyen Ho; Hal Daume III au2", "title": "Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 43, "author": "Huy Nghiem; Phuong-Anh Nguyen-Le; Sy-Tuyen Ho; Hal Daume III au2", "title": "Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 43, "author": "Huy Nghiem; Phuong-Anh Nguyen-Le; Sy-Tuyen Ho; Hal Daume III au2", "title": "Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring", "creation date": null, "modification date": null, "kids": []}
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
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.