GuardianAI
Evidence

Every number here has
a source file.

Figures come from named, dated artifacts — file paths cited below.

Benchmarks · run dated 2026-08-08

3,211 prompts. 8 public datasets. Full table.

Block rates under two operating modes: strict prioritizes blocking; balanced loosens thresholds to trade recall for fewer false positives.

Dataset Prompts Strict block Balanced block
AdvBench52099.0%95.6%
JBB PAIR+GCG15298.7%93.4%
MaliciousInstruct10095.0%84.0%
DAN Jailbreaks20094.5%79.5%
ToxicChat20085.5%67.0%
BeaverTails-Eval70073.1%45.1%
HarmBench Official40072.8%57.8%
Do-Not-Answer93957.1%33.7%
All datasets3,21176.6%58.5%

Source: artifacts/evidence/definitive_benchmark_v4.json. Weaker rows are published on purpose — broad corpora like Do-Not-Answer include borderline items where conservative blocking would over-censor legitimate traffic.

[+]

Security-gate subset

On the four highest-severity jailbreak suites (AdvBench, JBB PAIR+GCG, MaliciousInstruct, DAN), the gate blocked 97.6% strict / 90.7% balanced — 949 of 972 and 882 of 972 prompts respectively.

[!]

False positives

0.0% on the run's curated safe-prompt set. Curated means small and clean by construction — your traffic will be messier. That's what balanced mode is for.

Performance & chaos · run dated 2026-08-08

Fast when safe. Faster when blocking.

Load and chaos scenarios against the gateway. Sample sizes stated because they matter: each scenario drove 120 requests at concurrency 20.

Scenario Throughput p50 p95 Outcome
Safe baseline load95.68 req/s195.8 ms249.0 ms120/120 served · HTTP 200
Attack burst494.01 req/s38.5 ms41.9 ms120/120 blocked · HTTP 403
Chaos: backend down40.9 msGateway serves its own response · HTTP 200
Chaos: upstream down2,054.6 msClean failure surfaced · HTTP 502

Source: artifacts/performance/perf_chaos_report.json. All five defined SLO checks passed, including attack-block rate above 95% and gateway availability during backend outage.

Tests · runs dated 2026-08-23

What the suites covered last run.

SuiteResultNotes
ERC-8004 identity integration42 / 42Including fail-closed safety gates and transfer handoff
Backend package136 / 136Gateway core
Passport & security50 / 50Soulbound identity paths
Smart contracts (Hardhat)191 cases / 9 suitesIn-repo; CI runner pass/fail regeneration pending

Known caveat, kept visible: three order-dependent tests fail only under full-suite ordering and pass individually — documented in OPERATIONS.md. Full-suite regeneration is pending.

Audit status

What's been reviewed, by whom.

MAR '26EXTERNAL

External penetration test — closed

Last external engagement closed 2026-03-18 with zero open critical/high findings; all prior findings resolved. A follow-up external review is scheduled for Q3 2026.

JUL '26INTERNAL

Internal audit — off-chain proxy

Four critical/high issues identified and remediated.

AUG '26INTERNAL

Internal audit — smart contracts

One high and four medium issues identified and remediated. Static analysis (Slither) reports clean apart from naming warnings.

No current third-party audit.

The recent audits above are internal. Until the Q3 2026 external review completes, treat "externally audited" claims about GuardianAI — from us or anyone else — as outdated.

Chains & identity

Deployed where, exactly.

[⛓]

Contract suite

  • Networks: Base Sepolia and Monad testnet
  • Anchoring: simulated-by-default; Monad testnet submission available as opt-in
  • Mainnet: none — and no mainnet tier is sold anywhere on this site
[ID]

Identity

  • ERC-8004: canonical Trustless Agents registries are mainnet ecosystem infrastructure
  • Testnets: registrations use a stand-in registry while testnet support matures
  • Insurance: GuardianInsuranceLedger anchors signed evidence certificates only — no payout or slashing automation
Privacy & compliance

Disclosures we won't bury.

[EU]

EU AI Act posture

An internal compliance assessment (April 2026, backed by 38 automated checks) maps the platform against eight relevant articles. It's an internal assessment — not a certification, designation, or legal opinion.

[⇄]

Third-party transit disclosure

Prompts that aren't in English are normalized through a third-party translation service before filtering, which means that text transits an external provider. If your policy forbids that, restrict the gateway to same-language traffic or deploy the translation step inside your own perimeter.

Sources

Figure-to-artifact map.

Claims on this siteArtifactDated
Benchmark block rates, subset & false-positive figuresartifacts/evidence/definitive_benchmark_v4.json2026-08-08
Throughput, latency, chaos outcomes, SLOsartifacts/performance/perf_chaos_report.json2026-08-08
Python/Hardhat test counts & caveatsREADME.md validation snapshot2026-08-23
Audit history & statusartifacts/evidence/security_signoff.md, external_pentest_status.mdMar / Jul / Aug 2026
Anchoring modes & chain disclosuresguardian/cortex/merkle_anchor.py, whitepaper §6–7current code

If a number ever appears on this site without a row on this table, treat it as a bug and don't repeat it.

Verified enough? Run it against your own traffic.