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/are-llm-enhanced-graph-neural-networks-robust-against-poisoning-attacks
Subject: Are LLM-Enhanced Graph Neural Networks Robust against Poisoning Attacks?
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/are-llm-enhanced-graph-neural-networks-robust-against-poisoning-attacks
Paper ref
are-llm-enhanced-graph-neural-networks-robust-against-poisoning-attacks
arXiv id
2603.26105
Generated at
2026-03-30T20:30:36.673Z
Evidence freshness
stale
Last verification
2026-03-30T20:30:36.673Z
Sources
4
References
64
Coverage
83%
Lineage hash
a785a64e94362451ebc0625291feadb2e6baf5c2cb718f22f72211e4f5f20427
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.
distribution_readiness_scores
distribution readiness has not been computed yet