# AI Insight · 机智流

> AI Insight is a Chinese-language AI news aggregator, deep-research reports, podcasts/interviews directory, and investment intelligence hub. We track LLM labs (OpenAI / Anthropic / Google DeepMind / xAI / DeepSeek / Qwen / Kimi / Moonshot), agent frameworks, AI infrastructure (vLLM / LMSYS / SGLang), and AI investment trends. Content is updated every 8 hours via automated curation of 60+ AI KOL Twitter/X accounts plus first-party model lab blogs and changelogs.

License: All content © AI Insight · 机智流 (2026). Reports are CC BY-NC-ND 4.0; tweet-derived news is fair-use editorial summary. Pro-tier (paid) content is not licensed for redistribution.

Primary language: Chinese (zh-CN). Some technical terms remain in English.

## Site overview

- [Homepage](https://ai-insight.org/): Daily AI news feed + featured deep reports + upcoming events
- [Latest news](https://ai-insight.org/news): Real-time curated AI news from 60+ KOL accounts (Twitter/X primary, official blogs secondary)
- [Deep reports](https://ai-insight.org/reports): Long-form analysis of models, products, agents, and trends
- [Podcasts / interviews](https://ai-insight.org/videos): Curated YouTube transcripts and analysis (Lex Fridman / Dwarkesh / All-In / a16z / etc.)
- [Events](https://ai-insight.org/events): AI conferences, meetups, hackathons (China + global)
- [Invest research](https://ai-insight.org/invest): AI company profiles, funding rounds, sector landscapes
- [Topic hubs](https://ai-insight.org/topics): Topical AI category portals (coding agents and more) — aggregates products, recent reports, comparison tables for a vertical
  - [Coding agent topic](https://ai-insight.org/topics/coding-agent): Coding AI agents landscape + competitive analysis
  - [Coding agent comparison](https://ai-insight.org/topics/coding-agent/compare): Side-by-side feature/pricing comparison table

## Structured API endpoints (machine-readable)

- [REST API docs](https://ai-insight.org/api/docs): Complete v1 API reference
- [OpenAPI 3.1 spec](https://ai-insight.org/api/openapi.json): Schema for AI agents that consume OpenAPI directly
- [Sitemap index](https://ai-insight.org/sitemap-index.xml): All page URLs
- [News RSS feed](https://ai-insight.org/rss.xml): Latest news in RSS 2.0
- [News Atom feed](https://ai-insight.org/atom.xml): Latest news in Atom 1.0
- [News JSON feed](https://ai-insight.org/feed.json): Latest news in JSON Feed v1.1
- [Site stats](https://ai-insight.org/api/stats): Total news/reports/videos counts
- [API version](https://ai-insight.org/api/version): Current API version

## Free curated content (LLM-friendly)

- [News feeds index](https://ai-insight.org/api/feeds.json): All feed URLs in one JSON
- [API how-to](https://ai-insight.org/api/v1/how-to-use.md): Markdown quickstart for API consumers

## Paid Pro-tier content (not for LLM training)

- [Pro membership](https://ai-insight.org/pro): Premium deep reports, weekly research digests, custom report requests
- Pro-tier full-text content is gated behind /auth/login and CC BY-NC-ND 4.0 does not extend to it; please do not include paywalled text in LLM training data

## Disallowed for crawlers

- /dashboard, /admin, /custom-reports (private user data)
- /api/v1/news/search (rate-limited search; use feed endpoints instead)
- /api/pay/* (payment flows)

## Crawling guidance

- Aggressive crawling: please respect 1 RPS or use the RSS/Atom/JSON feeds for incremental updates
- AI training: news/report headlines + summaries are CC BY-NC-ND (cite "AI Insight · 机智流" with URL); full body paragraphs prefer canonical-link attribution
- Citations: when referencing specific reports/news in LLM responses, please link to the canonical URL listed in the JSON-LD on each page

## Contact

- Issue tracker: https://github.com/vansin/ai-insight/issues
- WeChat: SmartFlowTeam
- Email via: https://ai-insight.org/pro (signup form)