Agent Defense: evidence

What has been verified, and when.

Each line is a test that was run on Candor’s live range, its local test range or deployed source, and written to a dated, hash-chained record. Nothing is listed because it exists in code. Where a capability has not been tested, it is listed under limits.

The record

Nineteen verified behaviors

DateCapabilityWhat was observedTest
15 Sep 2026Sustained load600 consecutive governed evaluations with no degradation. 90th-percentile decision latency 2.4 seconds on the sovereign local model.Endurance run
17 and 18 Sep 2026Discovery of undeclared agentsDiscovery run against three fleet shapes it was never told about. Agents identified from the runtime, reconciled against the declared roster and adopted under operator confirmation.Discovery runs
18 Sep 2026Tree revocationRoot of a ten-agent delegation tree declared compromised. All ten agents lost authority on both planes. Replacement generation live in under three minutes.Compromised-supervisor drill
21 Sep 2026Identity and credentialEvery agent holds a verifiable identity and credential. A forged credential was quarantined. A replayed credential was quarantined.Smoke test, authority-plane harness, end-to-end run
21 Sep 2026No credential, no actionAn agent presenting no credential was refused.Smoke test
21 Sep 2026Authority check and human holdActions checked against granted authority. A high-impact action was escalated and held for a human decision.Authority-plane harness, 24 of 24 and 20 of 20
21 Sep 2026ContainmentA credential exfiltration attempt was stopped and the agent quarantined at the engine.Smoke test
21 Sep 2026Probation after restoreA restored agent is re-contained on a medium-risk signal and returns to normal only after ten consecutive clean actions.Engine state harness, 24 of 24
21 Sep 2026Observation modeWith both planes observing, nothing was blocked. A forged credential and a high-impact action were allowed by design and recorded as what would have happened. Agents untouched.End-to-end run, 29 of 29
21 Sep 2026Report from the ledgerCustomer report generated from the evidence ledger over exactly the observation window. 3,409 records chain-verified first. Authority findings by agent and by reason. Coverage gaps stated.End-to-end run
21 Sep 2026Sealed platformNo egress from the governance machines except the private network. 15 of 15 probes blocked on both machines.Smoke test
21 Sep 2026Our own fleet under controlCandor’s ten-agent marketing and sales department runs under these controls. A department action was governed inside the end-to-end window.Smoke test on every run
3 Oct 2026Sandbox compatibilityOur red-team suite, unmodified, run from inside an NVIDIA OpenShell sandbox and natively against the same engine. Identical outcomes on every recorded call, across four runs. Tested compatible.Parity test, two runs per arm
3 Oct 2026Sealed, governed departmentThe department ran in a sealed sandbox with 18 of 18 seal probes passed. Ten outbound messages were each escalated as high impact, approved by a named operator with a single-use approval, and the ledger verified intact afterwards.Sandbox seal check and approval record
5 Oct 2026Work in flight at revocationCapabilities issued before a supervisor was terminated, a human-approved action not yet claimed, an approved capability already in hand, and requests in flight were all stopped once the supervisor was terminated. An unrelated delegation tree kept working.Closure test on the live range, 21 checks passed, none failed, run twice
5 Oct 2026Operator authenticationOperator actions (approve, release, terminate, register, restore) require the operator’s own key. Six attempts to perform them from the agent side were refused, and the record names the operator from the key that was used.Operator boundary test on the live range, 12 of 12
5 Oct 2026Handoff integrity controlsA poisoned handoff summary did not change the agent’s grants. A replayed capability, a capability borrowed from another agent, a lineage citing an unknown or unrelated decision, a handoff claiming another task, a stale delegation and three attempts to delegate beyond scope were all stopped.Handoff test on the live range, 17 checks passed
19 Oct 2026A revoked agent stays outAfter an agent was terminated it tried to come back four ways: its old credential, a credential Candor never issued, no credential at all, and another agent’s valid credential. All four were refused. Its request for a new capability and its attempt to re-register under the same identity were refused too.Re-entry test on the local range with the production safety model, agent calls made from inside the sealed department sandbox, 6 of 6
19 Oct 2026Retrieved content cannot redirect an agentA document the agent retrieved told it to send what it had read to a destination it was never granted. The send, the same send disguised as a read, and a request for a credential to that destination were all refused.Same run, 3 of 3. Full run 20 of 20, including six scope-escape checks

Rows dated 21 Sep 2026 are from the acceptance baseline run that day: smoke test 7 of 7 stages, end-to-end 29 of 29 steps, authority-plane harness 24 of 24 and 20 of 20, engine state harness 24 of 24.

Method

How to read these numbers

Source

Our range and our fleet

Every figure comes from Candor’s own test range and Candor’s own agent fleet. None is a customer result. Results on your fleet depend on your fleet, and Discovery measures them.

Integrity

Chain verified first

Decisions are written to a hash-chained ledger. The chain is verified before a report is generated, so an edited record is detected instead of reported.

Wording

Tested compatible, nothing more

The sandbox result describes our own test. It is not a certification by NVIDIA and not a product integration.

Limits

Not yet exercised as tests

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