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/astro-adaptive-spatio-temporal-reinforcement-optimization-for-gnn-powered-anomly-detection-in-cyber-physical-systems
Subject: ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems
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": 37, "author": "Rai Ali Yar; Umaisa Lail; Anwar Shah"
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": 37, "author": "Rai Ali Yar; Umaisa Lail; Anwar Shah", "title": "ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 37, "author": "Rai Ali Yar; Umaisa Lail; Anwar Shah", "title": "ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 37, "author": "Rai Ali Yar; Umaisa Lail; Anwar Shah", "title": "ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/astro-adaptive-spatio-temporal-reinforcement-optimization-for-gnn-powered-anomly-detection-in-cyber-physical-systems
Paper ref
astro-adaptive-spatio-temporal-reinforcement-optimization-for-gnn-powered-anomly-detection-in-cyber-physical-systems
arXiv id
2605.25135
Generated at
2026-05-27T01:09:28.772Z
Evidence freshness
stale
Last verification
2026-05-27T01:09:28.772Z
Sources
3
References
0
Coverage
50%
Lineage hash
01fd0e71517875956b114025c886334b91235af94e1749177af614494f53fbc3
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