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/think-before-writing-feature-level-multi-objective-optimization-for-generative-citation-visibility
Subject: Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility
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.
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Zikang Liu; Peilan Xu"
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": 14, "author": "Zikang Liu; Peilan Xu", "title": "Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Zikang Liu; Peilan Xu", "title": "Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Zikang Liu; Peilan Xu", "title": "Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/think-before-writing-feature-level-multi-objective-optimization-for-generative-citation-visibility
Paper ref
think-before-writing-feature-level-multi-objective-optimization-for-generative-citation-visibility
arXiv id
2604.19113
Generated at
2026-04-22T02:14:23.979Z
Evidence freshness
stale
Last verification
2026-04-22T02:14:23.979Z
Sources
3
References
16
Coverage
67%
Lineage hash
13447e51db7bcc4a8be8cbc0945bab69a3ed4d5f7bf85a59023c11b5e66259a6
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
proof_status