PLATON AI Particle Detector Debuts at ICHEP 2026

Researchers from ETH Zurich and EPFL presented the PLATON system at the 43rd International Conference on High Energy Physics ^[1][2]. This AI-powered particle detector uses plenoptic light-field imaging and transformer-based models to reconstruct three-dimensional trajectories ^[1]. The system can identify these paths using only a handful of photons from extremely faint signals ^[1][3].

This technology represents a significant step in simplifying the construction of massive detectors for neutrinos and dark matter ^[1]. By utilizing AI to interpret sparse visual data, scientists can potentially reduce the hardware complexity of future high-energy physics experiments ^[1]. This innovative camera effectively tracks what were previously considered invisible particles in three dimensions ^[3].