Buildability / Receipt
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
/buildability/a-persona-based-evaluation-framework-for-pluralistic-alignment-in-generative-ai
Subject: A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI
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.
Data
{"file name": "input.pdf", "number of pages": 18, "author": "Atahan Karagoz", "title": "A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI"
Truth Boundary
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.
Compute
{"file name": "input.pdf", "number of pages": 18, "author": "Atahan Karagoz", "title": "A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 18, "author": "Atahan Karagoz", "title": "A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 18, "author": "Atahan Karagoz", "title": "A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/a-persona-based-evaluation-framework-for-pluralistic-alignment-in-generative-ai
Paper ref
a-persona-based-evaluation-framework-for-pluralistic-alignment-in-generative-ai
arXiv id
2605.31021
Generated at
2026-06-01T20:32:12.405Z
Evidence freshness
stale
Last verification
2026-06-01T20:32:12.405Z
Sources
3
References
0
Coverage
50%
Lineage hash
5edcbb1b2fd00c9697d089c6016ceae9061b088d1e085346418cbc877ec3cd85
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references