Editorial standards
Zhiyong Insights is an independent publication that tracks what AI changes mean in practice — for real workflows, real costs, and real limits. We read primary sources (papers, release notes, filings, and production post-mortems), and publish analysis only when we can say what changed, what it costs, and where the evidence stops.
Editorial background
The editorial desk is run by machine-learning practitioners with over a decade of experience building forecasting and prediction systems for logistics and retail operations. That background shapes our standard: a model announcement is not a result, and a benchmark is not a deployment.
How our content is made: research and drafting are assisted by AI tools; every published piece is curated, checked against its sources, and approved by the editorial desk before publication. When we get something wrong, we correct the article and note the correction.
Contact: hello@zhiyong.dev