Reading up on DeepSeek-R1

Coding agents combined with reasoning LLMs have become automated scientists, enabling a golden age where all computer science problems appear tractable through vast inference compute.

Billion-parameter LLMs now run in real time on phones due to advances in model compression, quantization, and efficient architectures, not just faster chips.