machine learning decoding

The machine learning decoding tag on WindowsForum covers discussions about using machine learning algorithms to decode data from advanced storage systems. A prominent example is Microsoft Research's laser-etched glass archival system, which stores terabytes of data on a coaster-sized plate for millennia. This system relies on automated microscopes and machine learning decoders to read, decode, and validate the stored information. The tag explores how machine learning enables reliable data retrieval from novel physical media, addressing challenges in archival storage for organizations dealing with massive data growth and media refresh cycles.