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/semantic-based-distributed-learning-for-diverse-and-discriminative-representations
Subject: Semantic-based Distributed Learning for Diverse and Discriminative Representations
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": 16, "author": "Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis"
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": 16, "author": "Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis", "title": "Semantic-based Distributed Learning for Diverse and Discriminative Representations", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis", "title": "Semantic-based Distributed Learning for Diverse and Discriminative Representations", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis", "title": "Semantic-based Distributed Learning for Diverse and Discriminative Representations", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/semantic-based-distributed-learning-for-diverse-and-discriminative-representations
Paper ref
semantic-based-distributed-learning-for-diverse-and-discriminative-representations
arXiv id
2604.18237
Generated at
2026-04-21T20:33:47.613Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:47.613Z
Sources
4
References
0
Coverage
83%
Lineage hash
6e3c39b7c5e102c712398480d591be528cca14cca64a9b02a67728625dc0279e
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.
references