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-unified-framework-for-gradient-aggregation-in-multi-objective-optimization
Subject: A Unified Framework for Gradient Aggregation in Multi-Objective Optimization
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": 25, "author": "Zeou Hu; Kelvin Ho; Yaoliang Yu"
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": 25, "author": "Zeou Hu; Kelvin Ho; Yaoliang Yu", "title": "A Unified Framework for Gradient Aggregation in Multi-Objective Optimization", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Zeou Hu; Kelvin Ho; Yaoliang Yu", "title": "A Unified Framework for Gradient Aggregation in Multi-Objective Optimization", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Zeou Hu; Kelvin Ho; Yaoliang Yu", "title": "A Unified Framework for Gradient Aggregation in Multi-Objective Optimization", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/a-unified-framework-for-gradient-aggregation-in-multi-objective-optimization
Paper ref
a-unified-framework-for-gradient-aggregation-in-multi-objective-optimization
arXiv id
2605.30452
Generated at
2026-06-01T20:33:45.672Z
Evidence freshness
stale
Last verification
2026-06-01T20:33:45.672Z
Sources
3
References
0
Coverage
50%
Lineage hash
f5eaa3c316a2ab1a1953c786adf515597b7f258c3f8db5987a48258a3023b864
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