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AI Engineering
MIT Technology Review·Jun 24·5 min read
The emergence of the web data infrastructure layer for AI
TL;DR
AI's growth is hindered by the lack of structured, accessible data from the web. A new web data infrastructure layer is being developed to facilitate real-time data discovery and retrieval.
✦ Why It Matters
Engineers can leverage this new infrastructure to enhance AI model training with real-time, structured data.
Key Takeaways
- Invest in real-time data infrastructure for AI applications.
- Mimic human browsing to access diverse web data.
- Integrate multiple data sources for comprehensive insights.
- Ensure compliance with data privacy regulations.
How It Works
The new infrastructure layer emulates human browsing behavior, allowing AI systems to access and structure data from millions of websites. It navigates complex web environments, overcoming challenges like JavaScript-heavy sites and anti-bot measures, ensuring timely and relevant data retrieval.