The Sequence Learning Loop - Issue #921: Learn About DeepSeek New Model, the Env Harness Paper and the Amazing Etched

TheSequence · 1 month ago · 15

DeepSeek added vision to its fast V4 model, while Google Cloud AI Research introduced EnvHarness and Etched shipped its first inference rack to Jane Street. EnvHarness was described as a framework for adapting training environments using an agent’s weaknesses, rather than a fixed setup. These updates tighten the loop across model inputs, training environments, and serving hardware to make perception, learning, and inference costs more tightly coupled.