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/safeguarding-llms-against-misuse-and-ai-driven-malware-using-steganographic-canaries
Subject: Safeguarding LLMs Against Misuse and AI-Driven Malware Using Steganographic Canaries
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.
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/safeguarding-llms-against-misuse-and-ai-driven-malware-using-steganographic-canaries
Paper ref
safeguarding-llms-against-misuse-and-ai-driven-malware-using-steganographic-canaries
arXiv id
2603.28655
Generated at
2026-03-31T20:21:44.255Z
Evidence freshness
stale
Last verification
2026-03-31T20:21:44.255Z
Sources
4
References
47
Coverage
50%
Lineage hash
235162f2900027174065092ac2eceb0487aa2485e6d1c55c3d2ffef9215a56c9
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
proof_status