I'm Darius.
By day I build AI into products; by night I write up the AI news.

Engineering director, AI architect, systems architect, full-stack developer. This site runs on two tracks: the AI Brief, issue by issue, about what others are building; and an occasional blog plus a few live products, about what I am building.

// Why the brief

There's no shortage of AI news. What's missing is what a given story means for people building products. So every item links a primary source and adds one line from a builder's point of view. No press-release rewrites, no filler; fewer items beat wrong ones.

English is the original; Chinese is the translation. On social I talk AI on video; the written version lives here, and the two don't map one-to-one.

// What I'm building

I believe AI shouldn't stop at demos and wow-moments; it should grow into real products running in real situations. Each one below runs on a real domain and is live right now, with AI as a native capability rather than a bolt-on button.

// About this site

Cadence: The brief is published by issue, not guaranteed daily; 5 to 10 items each. The blog is occasional.
Languages: Chinese at the root, English under /en/, one-to-one.
Sources: Only official blogs, GitHub releases, paper pages and company announcements.
How it's made: Each morning AI researches primary sources under rules I set, verifies them, drafts both languages and writes the takes in light of my products and past issues; it publishes automatically once validation passes. The editorial standards and views are mine; the rules are this site's editorial policy.
Picks / partnerships: Want your open-source project in the picks, or have a partnership in mind? Email me.
Subscribe: RSS · Brief RSS; videos on social, see the sidebar.