ANALYST NOTES – 03/28/2025: The Red Eye Effect: China's AI Takes Aim at Air Superiority
- regularforcesyee
- Mar 28
- 2 min read

Summary: China's "Red Eye" AI system marks a significant leap forward in air combat technology, harnessing advanced infrared imaging and predictive modeling to outmaneuver human pilots. Developed by Northwest Institute of Mechanical & Electrical Engineering researchers, Red Eye utilizes a modified YOLOv8 neural network to analyze infrared images.
The PRC has repurposed the YOLO software to enhance its Automated Target Recognition in specific fighter aircraft. YOLO is widely used in drone warfare. This allows it to detect even the slightest changes in an aircraft's control surfaces, enabling the AI to predict enemy maneuvers with unprecedented accuracy, specifically in Dog-Fighting Scenarios. As a result, even agile jets like the F-15 become vulnerable.
Red Eye consistently outperforms human pilots in simulations by anticipating millisecond trajectory shifts, effectively countering complex maneuvers such as rapid jinking and diving. Red Eye will significantly enhance the CCP’s targeting capability, drone warfare, and dramatically outpace U.S. and allies' targeting cycles if these challenges are not addressed immediately.
Red Eye aligns with global projects like the U.S. Air Force's "loyal wingman" drones, highlighting the ongoing AI arms race in aerial combat. While designed to optimize fire control rather than conduct autonomous strikes, it raises ethical concerns about accountability and replacing human pilots. As AI evolves, military forces must adapt and develop countermeasures to remain competitive.
Analysis: Red Eye challenges traditional notions of human superiority in aerial warfare, posing significant challenges to the U.S. and its allies. Its development underscores the AI arms race, potentially changing air warfare rules. However, it raises ethical concerns regarding accountability and pilot replacement. To counter Red Eye, the U.S. must adapt by developing strategies like masking control surface movements or integrating AI into defenses. Red Eye's reliance on infrared imaging makes it vulnerable to countermeasures like high-powered lasers. The U.S. must prioritize ethical considerations and technological advancements as AI advances to maintain a strategic edge. This necessitates continuous adaptation and innovation, posing significant risks if China fully implements Red Eye in future conflicts.