Reflection AI unveiled Beam, its first 501-billion-parameter open-weight model with 23 billion active parameters and a 1-million-token context window. Pre-trained on 23.8 trillion tokens, the startup claims Beam matches Z.ai's GLM-5.2 on reasoning benchmarks while using 3-4x less inference compute.