Public data needs receipts before AI can use it well
An AI system that explores public data needs more than a large pile of numbers. Google says it needs official statistics, clear labels, records showing where facts came from, and access people can inspect. Without those pieces, easier search can still produce weak answers.
Beyond Prompting
What the source reports
Prem Ramaswami's Google post says public data for tool-using AI needs official statistics and clear structure. It also needs records showing where facts came from and access that people can review. The source takeaway supports those design needs. It does not provide an outside test showing that the platform prevents errors or improves every public-data search.
Original source
- Title
- Making global data easier to explore
- Author
- Prem Ramaswami
- Date
- Thursday, September 17, 2026