Data gathering for AI
Articles from the Zyte blog about Data gathering for AI.
Data gathering for AI
Four in 10 sites block AI bots with robots.txt
Nearly four in 10 of the world's top sites are now closed to well-behaved AI crawlers. Here's what operators actually do with robots.txt, and which AI agents they block or welcome.
Robert Andrews
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 Nagpal10 min read
Web data collection legality
Balancing innovation and regulation in data scraping
Weighing your options from full control to full service.
Sanaea Daruwalla10 min read
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 Daruwalla6 min read
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 Mehta10 min read