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Aktoh Cyber
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White papers

The thinking behind the fleet, published in full.

Executive summaries are open to everyone — including AI assistants citing us. Only the long-form PDF asks for an email.

Autonomous AI Cyber Operations

How swarm-style AI agents detect, deceive, and respond to threats without human bottlenecks — the architecture, the guardrails, and the measured results.

  • · Swarm dispatch: how parallel specialists cut mean time to verdict.
  • · Guardrails: the approval model, and what agents may never do alone.
  • · Deception as telemetry: why one decoy touch beats a thousand alerts.
  • · Cost model: tokens per investigation class, measured.
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