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GLOBAL UNITED STATES CYBER INDUSTRY POLICY

US Army Cyber Command Unveils AI Task Force Lexington and Calls for Network Digital Twin

REL_TIME: 22 Aug 2026 03:42Z · LANG: EN

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US Army Cyber Command Unveils AI Task Force Lexington and Calls for Network Digital Twin
United States Department of the Army · Public domain · source
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At the TechNet Augusta conference, U.S. Army cyber leadership announced major initiatives to integrate artificial intelligence and advanced simulation into network defense. Lt. Gen. Christopher Eubank revealed the existence of Task Force Lexington, a specialized unit established in April to develop and train AI agents that mimic human cyber roles to hunt threats on the Department of Defense Information Network (DODIN). Concurrently, NETCOM chief Maj. Gen. Jacqueline Denise McPhail called on industry contractors to build a digital twin of the Army's network (DoDIN-A) to serve as a realistic training and testing ground for both human operators and AI algorithms, helping defend against the 1.2 million daily cyber attacks the service faces.

// Background

The U.S. Army is increasingly focusing on integrating artificial intelligence to defend its vast digital infrastructure, known as the Department of Defense Information Network (DODIN). Traditionally, digital twins in the military refer to physical systems like aircraft or supply chains. However, as cyber warfare transitions from brute-force Distributed Denial of Service (DDoS) attacks to highly sophisticated, behavioral intrusions, the Army is seeking virtualized network environments and automated AI agents to keep pace with adversaries operating at machine speed.

// Key Developments

  • Establishment of Task Force Lexington in April, a small team of 8-10 personnel developing AI agents for cyber roles like developers, data engineers, and analysts.
  • AI agents are trained to human standards (Job Qualification Readiness-approved) and deployed in 17 cyber protection mission elements and red teams, though humans retain all risk-related decision-making.
  • NETCOM Commander Maj. Gen. McPhail's proposal for a digital twin of the Department of Defense Information Network-Army (DoDIN-A) to simulate network behavior and test AI resilience.
  • The Army faces approximately 1.2 million increasingly sophisticated, behavior-based cyber attacks daily, shifting away from simple DDoS attacks.
  • ARCYBER is intentionally avoiding commercial frontier AI models due to high token costs and governance concerns, while also grappling with limited compute resources.

// Timeline

  1. Task Force Lexington is established to explore AI integration and build cyber agents.

  2. Task Force Lexington successfully creates and trains AI agents that mimic human workflows.

  3. Task Force Lexington members travel to the Defense Innovation Unit in Silicon Valley to train with industry AI engineers.

  4. Army cyber leaders publicly reveal Task Force Lexington's operations and call for the creation of a network digital twin.

// Perspectives

[Lt. Gen. Christopher Eubank (ARCYBER Commander)]

Advocates for augmenting the cyber workforce with AI agents trained to human standards, while maintaining strict human control over risk and avoiding costly commercial frontier models.

[Maj. Gen. Jacqueline Denise McPhail (NETCOM Commander)]

Urges defense contractors to develop a comprehensive digital twin of the Army's network to safely test vulnerabilities, train operators, and leverage AI against sophisticated behavioral cyber attacks.

[Lt. Gen. Jeth Rey (Deputy Chief of Staff, G-6)]

Emphasizes that the network is the foundational warfighting weapon system and warns that the Army must adopt agentic AI to match the machine-speed operations of adversaries.

// Quotes

“We get about 1.2 million cyber attacks a day... It’s no longer DDOS. Now we have to look at behavior: What behavior has changed?”

[Maj. Gen. Jacqueline Denise McPhail] — Explaining the scale and evolving nature of cyber threats facing the Army network at the TechNet Augusta conference.

“Each and every day, we sit down as a group, we figure out the guardrails we’re going to apply to these agents... We have not turned any agents loose to assume risk on their own behalf.”

[Lt. Gen. Christopher Eubank] — Discussing the safety protocols and human-in-the-loop risk management for Task Force Lexington's AI agents.

“Defending and operating the network is definitely a thing that humans are doing right now. We’re doing it at human speed … But our adversaries are doing it at machine speed and we must catch up and we must get ahead.”

[Lt. Gen. Jeth Rey] — Highlighting the strategic necessity of using agentic AI to counter rapid adversary cyber operations.
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