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/safety-paradox-how-enhanced-safety-awareness-leaves-llms-vulnerable-to-posterior-attack
Subject: Safety Paradox: How Enhanced Safety Awareness Leaves LLMs Vulnerable to Posterior Attack
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": 25, "author": "Long P. Hoang; Hai V. Le; Shaoyang Xu; Wei Lu; Wenxuan Zhang"
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": 25, "author": "Long P. Hoang; Hai V. Le; Shaoyang Xu; Wei Lu; Wenxuan Zhang", "title": "Safety Paradox: How Enhanced Safety Awareness Leaves LLMs Vulnerable to Posterior Attack", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Long P. Hoang; Hai V. Le; Shaoyang Xu; Wei Lu; Wenxuan Zhang", "title": "Safety Paradox: How Enhanced Safety Awareness Leaves LLMs Vulnerable to Posterior Attack", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Long P. Hoang; Hai V. Le; Shaoyang Xu; Wei Lu; Wenxuan Zhang", "title": "Safety Paradox: How Enhanced Safety Awareness Leaves LLMs Vulnerable to Posterior Attack", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/safety-paradox-how-enhanced-safety-awareness-leaves-llms-vulnerable-to-posterior-attack
Paper ref
safety-paradox-how-enhanced-safety-awareness-leaves-llms-vulnerable-to-posterior-attack
arXiv id
2606.05614
Generated at
2026-06-06T03:22:19.649Z
Evidence freshness
fresh
Last verification
2026-06-06T03:22:19.649Z
Sources
3
References
0
Coverage
50%
Lineage hash
5ff1043a6be8fa253b53da9f2c9a7212470b7b10129d76841feaf6943a04c555
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references