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/default-automated-fault-detection-categorization-and-diagnosis-for-transformer-architectures
Subject: DEFault++: Automated Fault Detection, Categorization, and Diagnosis for Transformer Architectures
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
 (a) Repair accuracy by scenario and condition  (a) Repair accuracy by scenario and condition  (b) Likert agreement ratings Figure 16: Developer study results # 7.4 Discussion The results suggest that DEFault++ is most useful when symptoms alone do not clearly indicate the repair
Inference
 (a) Repair accuracy by scenario and condition  (b) Likert agreement ratings Figure 16: Developer study results # 7.4 Discussion The results suggest that DEFault++ is most useful when symptoms alone do not clearly indicate the repair
Hardware
 (a) Repair accuracy by scenario and condition  (b) Likert agreement ratings Figure 16: Developer study results # 7.4 Discussion The results suggest that DEFault++ is most useful when symptoms alone do not clearly indicate the repair
Receipt path
/buildability/default-automated-fault-detection-categorization-and-diagnosis-for-transformer-architectures
Paper ref
default-automated-fault-detection-categorization-and-diagnosis-for-transformer-architectures
arXiv id
2604.28118
Generated at
2026-05-01T15:04:32.446Z
Evidence freshness
stale
Last verification
2026-05-01T15:04:32.446Z
Sources
4
References
0
Coverage
67%
Lineage hash
b398dfb120ecfea8dddb15360d8d1bcf18a93df098b18df7760e1c20688f46e3
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
proof_status