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/memsad-gradient-coupled-anomaly-detection-for-memory-poisoning-in-retrieval-augmented-agents
Subject: MEMSAD: Gradient-Coupled Anomaly Detection for Memory Poisoning in Retrieval-Augmented Agents
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/memsad-gradient-coupled-anomaly-detection-for-memory-poisoning-in-retrieval-augmented-agents
Paper ref
memsad-gradient-coupled-anomaly-detection-for-memory-poisoning-in-retrieval-augmented-agents
arXiv id
2605.03482
Generated at
2026-05-06T20:27:55.335Z
Evidence freshness
stale
Last verification
2026-05-06T20:27:55.335Z
Sources
3
References
0
Coverage
50%
Lineage hash
dec144ff1e0d60caa63a1e232258cbc77e9dfa2deebb4464d707db7784f9cc70
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