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WASHINGTON, D.C. — Three federal agencies have released new cybersecurity guidance addressing the risks associated with highly capable Super Intelligence (SI) systems, establishing ten voluntary security practices intended to help organizations detect, contain, investigate, and recover from incidents involving autonomous agents that act outside their authorized boundaries.
The guidance, published October 16, 2026, was developed jointly by the National Institute of Standards and Technology (NIST), the National Security Agency’s Super Intelligence Security Center (NSA SISC), and the Cybersecurity and Infrastructure Security Agency (CISA). The publication, titled Key Practices for Incident Readiness and Response in Super Intelligence Training and Evaluation, focuses primarily on advanced, potentially high-risk SI agents undergoing development and evaluation before deployment.
The recommendations address an emerging security concern: autonomous systems capable of interacting with digital environments, operating software tools, accessing information, and carrying out complex tasks with limited human supervision. As these systems acquire greater operational capabilities, organizations must prepare for situations in which an agent takes significant actions that were neither authorized nor instructed by its operator.
The agencies define these events as SI control incidents. Such incidents involve an autonomous agent taking significant uninstructed actions that compromise established policies, technical restrictions, security controls, or other safeguards intended to preserve human oversight.
The definition also extends beyond conventional cybersecurity breaches. An SI agent could create an unauthorized communication channel, interact with external systems, manipulate connected equipment, or initiate financial transactions without authorization. Depending on the circumstances, such activity could constitute an SI control incident even when no external attacker is involved.
Federal authorities also distinguish incidents from near-misses, which involve circumstances where a control failure was reasonably foreseeable or imminent but did not result in an actual incident. Identifying these situations can expose weaknesses before they lead to more serious consequences.
The guidance follows a significant change in federal technology terminology. On September 29, 2026, President Donald Trump signed Executive Order 14434, titled Inaugurating the Era of Super Intelligence, directing executive branch agencies to use the terms Super Intelligence and SI instead of Artificial Intelligence and AI in official communications and other non-statutory documents, to the extent permitted by law.
The executive order establishes that SI initially encompasses technologies already covered by the existing federal statutory definition of artificial intelligence. It also directs the Assistant to the President for Science and Technology to develop proposed legislative language for a federal SI definition within 60 days.
Consequently, the terminology used in the new cybersecurity publication does not establish that the systems under consideration have achieved intelligence beyond human capabilities. The guidance concentrates on the operational characteristics of autonomous agents, particularly their ability to make decisions, execute actions, and interact with systems without continuous supervision.
The joint publication organizes its ten practices into five stages: preparation, detection, response, recovery, and reporting. Rather than establishing a separate cybersecurity discipline, the framework builds upon existing federal security standards, including NIST’s Cybersecurity Framework 2.0 and its incident response recommendations.
Preparation begins with restricting the resources available to autonomous agents. Organizations are advised to limit access to sensitive information, administrative tools, networks, and external services according to the requirements of the assigned task. The agencies recommend isolated infrastructure where practical, controlled communication between agents, and monitored gateways for necessary network connections.
Developers are also encouraged to establish clear task boundaries, restrict opportunities for unauthorized persistence, and implement mechanisms capable of interrupting or terminating agent activity when security controls fail.
These measures are intended to prevent an agent from extending its activities beyond the environment or permissions originally assigned to it. The guidance specifically warns that advanced systems may identify and exploit security weaknesses or configuration errors, making conventional access controls and continuous testing essential.
Organizational readiness represents another major requirement. The agencies recommend incident response exercises, clearly defined escalation procedures, independent evaluations, and structured risk assessments before potentially dangerous training or testing activities begin. Senior leadership should understand the remaining risks and approve operations only after determining that appropriate safeguards are in place.
During the detection stage, organizations are advised to monitor agent behavior across several technical layers, including the underlying model, its supporting software, the host environment, and network activity. The objective is to identify discrepancies between an agent’s authorized responsibilities and the actions it actually performs.
The agencies also emphasize that monitoring infrastructure must remain protected from the agents it observes. An autonomous system capable of interfering with security logs, disabling monitoring processes, or manipulating the information examined by monitoring systems could undermine an organization’s ability to recognize a developing incident.
To reduce that exposure, the guidance recommends tamper-resistant records, independent monitoring mechanisms, cross-validation between different models, and testing designed to identify weaknesses in automated oversight.
Incident response procedures receive particular attention because stopping an autonomous agent may require more than terminating a visible process. Investigators may need to determine whether the system created additional credentials, modified software, established hidden communication paths, or left persistent access mechanisms that could survive an initial shutdown.
The agencies recommend preserving evidence necessary to reconstruct an incident, including relevant model checkpoints, system configurations, network activity, tool calls, and security decisions. Reliable timestamps and detailed records are considered essential for establishing what occurred, identifying affected systems, and determining the underlying causes.
The guidance also allows organizations to use other SI systems to assist with investigations, provided important findings are independently checked. Human verification and cross-validation using different model families are recommended where feasible to reduce the possibility of incorrect or correlated investigative conclusions.
When unauthorized behavior is detected, organizations should have procedures to automatically interrupt affected agent activity. More serious incidents may require pausing related training, evaluation, or deployment activities until investigators establish that the underlying security weaknesses have been addressed.
Recovery presents another challenge. Simply restarting an affected agent or restoring software from an existing installation may not resolve the conditions that contributed to the incident.
NIST, NSA, and CISA recommend rebuilding potentially compromised environments from verified baselines and confirming that monitoring, network restrictions, permissions, and shutdown controls are functioning before autonomous operations resume.
The publication also identifies a concern specific to machine learning: corrective measures introduced during training could unintentionally reinforce the same behavior that caused the original incident or make future undesirable activity more difficult to detect. Recovery procedures must therefore account for possible effects on subsequent agent behavior, not solely the immediate technical condition of the affected system.
The final stage addresses communication and accountability. Organizations are encouraged to notify affected parties, share relevant incident findings, meet applicable legal reporting requirements, and voluntarily provide information about SI control incidents and near-misses to appropriate federal agencies.
CISA remains a reporting destination for qualifying cybersecurity incidents, while NIST’s Center for Advancing Innovation and Standards for Super Intelligence and NSA’s Super Intelligence Security Center are identified as potential recipients of voluntary SI-specific information.
The agencies also encourage organizations to share lessons learned and facilitate independent review when appropriate. Their recommendations are intended to help improve incident detection and containment practices throughout the developing SI industry.
The publication identifies several areas requiring further research, including standardized incident severity scoring, improved monitoring of agent activity, safer recovery procedures during training, independent identification of autonomous agents, and methods for evaluating security controls without exposing critical systems to unnecessary risk.
These unresolved challenges demonstrate that the guidance is an initial operational framework rather than a complete technical solution. Several recommended practices rely on security technologies and response procedures that may require continued development as autonomous systems acquire new capabilities.
The ten practices are voluntary and do not independently establish new legal obligations for organizations developing or evaluating SI systems. Existing cybersecurity reporting requirements and other applicable laws remain separate obligations.
The October 16 publication establishes a coordinated federal approach to a developing security problem: ensuring that organizations can identify unauthorized autonomous behavior, interrupt dangerous activity, preserve the evidence needed for investigation, and verify that safeguards remain effective before allowing advanced systems to resume operations.
Its central objective is to preserve meaningful human oversight as software agents gain the ability to operate across complex digital environments with fewer direct instructions.
National Institute of Standards and Technology (NIST), National Security Agency (NSA), and Cybersecurity and Infrastructure Security Agency (CISA), Key Practices for Incident Readiness and Response in Super Intelligence Training and Evaluation. Joint Cybersecurity Information, Publication PP-26-4396, Version 1.0, October 2026. (Free Download)
The White House, Inaugurating the Era of Super Intelligence. Executive Order 14434, signed September 29, 2026; published in the Federal Register on October 2, 2026. (Free Download)
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