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Data gathering for AI

Articles from the Zyte blog about Data gathering for AI.

More data, more trouble: How a perfect corpus corrupted my AI dream
Data gathering for AI

More data, more trouble: How a perfect corpus corrupted my AI dream

A failed AI experiment reveals why adding more data doesn’t always improve LLM outputs. Learn when web scraping, RAG, and curated datasets actually make AI better.

Neha Setia Nagpal·10 min read·March 13, 2026
Balancing innovation and regulation in data scraping
Web data collection legality

Balancing innovation and regulation in data scraping

Weighing your options from full control to full service.

Sanaea Daruwalla·10 min read·October 14, 2025
What AI Builders Need to Know About the Training Data Copyright Debate
Large Language Models (LLMs)

What AI Builders Need to Know About the Training Data Copyright Debate

The generative AI gold rush is upon us, with astounding new products and capabilities that are fuelled by web data and raising questions about AI copyright.

Sanaea Daruwalla·6 min read·June 9, 2025
Build a better brain - get ready for RAG
Large Language Models (LLMs)

Build a better brain - get ready for RAG

Don't just let your LLM browse the web – empower it with the knowledge it needs to truly understand and serve your business.

Rakesh Mehta·10 min read·April 21, 2025

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