Raad 18-year-old solo founder and independent AI researcher. I build ORMAS (@oxiedo_ai), a neural network architecture designed for legal auditability. Instead of monitoring a model after the fact, ORMAS forces the training loop through bounded constraints to natively generate a cryptographically signed, immutable record of every weight update. I care about making AI natively transparent rather than building observation dashboards for black boxes. I want to be known for proving you do not need a billion-dollar lab to do frontier architecture research. Currently: Member of Cohere Labs Open Science, NeurIPS '26 AI4GOOD PC.
Raad 18-year-old solo founder and independent AI researcher. I build ORMAS (@oxiedo_ai), a neural network architecture designed for legal auditability. Instead of monitoring a model after the fact, ORMAS forces the training loop through bounded constraints to natively generate a cryptographically signed, immutable record of every weight update. I care about making AI natively transparent rather than building observation dashboards for black boxes. I want to be known for proving you do not need a billion-dollar lab to do frontier architecture research. Currently: Member of Cohere Labs Open Science, NeurIPS '26 AI4GOOD PC.