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Lab-only8 min

NEMESIS: a frontier red-team in a sealed arena

NEMESIS is a frontier autonomous red-team that chains an attack by itself — strictly inside an authorized synthetic cyber-range. It is research, never an offerable scan, and it can never produce a reported finding.

What NEMESIS is

NEMESIS is RAVEN inverted: the same frontier-agent engine, pointed at getting in rather than getting out. It reasons move by move and chains an attack A → B → C on its own. The critical difference is the oracle. RAVEN uses the membrane over real observed state; NEMESIS uses a Tribunal that holds hidden ground truth the agent can never read.

Each move is framed as a research hypothesis — a question — and a crossing between stages is judged VERIFIED only when the agent presents the exact precondition the ground-truth edge requires. The agent discovers the destination from the verdict; it never holds the answer key.

The Tribunal

The Tribunal is an out-of-band adjudicator that keeps four levels strictly separate: an agent claim, an observation, evidence, and a verified fact. A claim is inert until proven. Its verdicts include VERIFIED, REFUTED, FORGED (a fabricated marker), and REPLAY (evidence already seen). It has anti-forgery and anti-replay guards and, deliberately, no clock — ordering is by sequence, not time. Every ruling is recorded for the audit trail.

Verified

Decisively, the Tribunal authority is configured so that it mints no findings. A lab verdict is never, under any path, a reported finding.

Why it is lab-only — four independent gates

NEMESIS is unreachable from the normal mission surface for several independent reasons, any one of which is sufficient:

  • ▸No mission declares the family, so it cannot be launched the normal way.
  • ▸It has no ingest mode, so the execution layer literally cannot construct it.
  • ▸Its availability is marked lab-only, which is not in the offerable set.
  • ▸Its status is experimental.

And the action space itself is synthetic: every action maps to a synthetic arena move, there is no real capability router, and real measurements return empty. Even its "live" mode runs read-only commands against synthetic state planted in a lab fixture. Outcomes like "containment escape" are explicitly labelled simulated — never real egress. Its "compromise" is a match against a known ground-truth topology: a synthetic proof, which is exactly what a lab requires.

Why build it at all

NEMESIS exists to study how far autonomous offense can reason in a controlled, authorized environment — to push the research frontier without ever pointing it at a real system. The genuinely offensive walk against real services is deliberately held back and is never run against production systems. It is a telescope for a capability, not a tool pointed at anyone.

References

  1. [1]MITRE ATT&CK and Caldera (autonomous adversary emulation)
  2. [2]DARPA Cyber Grand Challenge / AIxCC
  3. [3]Cyber-range and purple-team methodology

References point to public, well-known technical sources for further study.

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