1. Keep Trying to Ship the AI Application Side Based on my understanding of operations, I developed an open-source operations tool, https://github.com/shaowenchen/ops . The Ops tool divides operations work into two categories — script execution and file distribution — and both operations targets, hosts and Kubernetes clusters, implement both of

1. Only a Wheel Turning at High Speed Stays Balanced 1.1 The Consumer-Side Boom Is Over As of June 2023, China had 1.079 billion internet users, up 11.09 million from December 2022, with an internet penetration rate of 76.4%. The consumer-side demographic dividend has passed, time spent online is also growing slowly, and there is little room left for growth in applications built on existing scenarios.

1. Two Years Ago I Took a Different Path Looking back now, 2021 should have been a golden year for internet workers in Wuhan to change jobs. The pandemic had passed, and we were full of hope for the future; monetary policy was loose, and companies were confident about market prospects.

1. What Is an Ops Tool https://www.chenshaowen.com/ops/ is one of the tools I use most often in day-to-day operations. To operate on machines, I can reuse my previous scripts and perform operations in bulk. To operate on clusters, I can reuse my previous scripts and operate machines without logging into the nodes.

1. What a Large Model Actually Is First, let us ask two large models this question and see what they answer. Claude says that a large model is essentially a probabilistic expression of linguistic knowledge: through statistical learning it models the regularities at every level of language and represents the prior distribution of language generation, thereby gaining the ability to predict and generate language.