About

Hi, I'm XiaoHu.
I scout AI so you don't have to.

Every day brings another flood of AI launches, papers and blog posts. Nobody has time to read them all — much less figure out which ones actually matter. That's my job: I read the papers, try the tools, sort the real from the hype, and explain what's left like I'd explain it to a friend.

Every explainer is built to be seen, not skimmed: animated diagrams, things you can click, analogies that stick. No rewritten press releases, no hot takes — just a clear walkthrough from someone who did the homework.

Grounded in sources

Every piece links its sources and separates claims from measurements. Vendor content gets flagged.

Built on the why

Not just what launched: why it matters, and where it breaks down.

Made to be understood

Analogies, animation and interactives turn dense papers into things you can actually grasp.

Written like a friend

Warm, plain, conversational. A smart friend explaining — not a brand broadcasting.

Editorial and corrections policy

Evolve's editorial team maintains the public explainers. We prioritize original materials, distinguish vendor claims, public data, independent reporting and editorial analysis, and label vendor-led coverage.

When we confirm a factual error, we correct the article and its source notes. Dates change only after a real content update. Send corrections or source additions through Telegram.

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