// UNMANNED SYSTEMS AND NEXT-GEN WARFARE TERM
Human-in-the-Loop
Human-in-the-loop refers to an automated system design where a human operator remains an active participant in decision-making and retains direct control, intervening when necessary.
TECHNICAL DEFINITION
Human-in-the-loop (HITL) describes a system architecture where a human operator maintains continuous oversight and direct control over an autonomous or unmanned system, actively making or approving critical decisions and intervening in real-time to ensure mission success and adherence to rules of engagement in military and defense applications.
BACKGROUND
Human-in-the-loop (HITL) is used in multiple contexts. It can be defined as a model requiring human interaction. HITL is associated with modeling and simulation (M&S) in the live, virtual, and constructive taxonomy. HITL, along with the related human-on-the-loop, are also used in relation to lethal autonomous weapons. Further, HITL is used in the context of machine learning.It is also used in conversational AI to manage complex interactions that require human empathy.
READ MORE ON WIKIPEDIASYNONYMS & ALIASES
- HITL
- Supervised Autonomy
- Human Oversight
- Controlled Autonomy
- Human Intervention
- Manual Control
USAGE NOTE
This paradigm is crucial in military unmanned systems, particularly for lethal autonomous weapons, to ensure accountability, ethical considerations, and compliance with rules of engagement.
DEVELOPERS
Organizations developing technology related to Human-in-the-Loop.
A global aerospace, defense, security, and advanced technologies company that develops AI-enabled systems and autonomous platforms, heavily emphasizing human-machine teaming and human-in-the-loop decision-making for military applications.
A major defense contractor that develops advanced sensors, command and control systems, and AI solutions, often integrating human-in-the-loop control for critical defense operations and decision support.
A global aerospace and defense technology company focused on developing advanced autonomous systems, AI, and command and control solutions that require human operators to remain in the loop for ethical and operational oversight.
A U.S. government agency responsible for developing emerging technologies for the military. DARPA funds numerous research programs explicitly addressing human-machine collaboration, trusted autonomy, and human-in-the-loop oversight in military AI and robotics.
A multinational defense, security, and aerospace company that researches and develops autonomous systems, intelligent agents, and human-computer interfaces designed for military contexts, ensuring appropriate levels of human involvement.
A federally funded research and development center focusing on advanced technology for national security. They conduct significant work in AI, command and control, and human factors, often involving the integration of human decision-makers with advanced autonomous systems.
A leading manufacturer of unmanned aircraft systems (UAS), known for Predator and Reaper drones. They are deeply involved in evolving human-in-the-loop and human-on-the-loop control for UAS, integrating AI decision aids to enhance operator effectiveness.
A company specializing in unmanned systems, satellite communications, and military training solutions. They develop systems that incorporate AI and human-machine teaming, with an emphasis on keeping the human integral to control and decision-making for various platforms.