Data Licensing vs. Web Scraping: Which Should You Use to Train AI?
A head-to-head decision guide for AI labs and enterprises choosing how to source training data: legal risk (copyright, CFAA, ToS), cost structure, data quality and freshness, and provenance defensibility, with a practical framework for when to scrape, when to license, and when to do both.
Read the guideInside AI's Data Licensing Deals: What OpenAI and Google Actually Paid For
A fact-checked map of the real AI training-data licensing market: what OpenAI, Google, and other AI companies have actually paid publishers, Reddit, and Shutterstock, with disclosed figures cited and undisclosed ones marked as such.
Read the guideAI Training Data Licensing: Exclusive vs Non-Exclusive Explained
The definitive practical guide to AI training data licensing: what a license actually grants, exclusive vs non-exclusive, perpetual vs time-limited, metered and revenue-share structures, the exclusivity premium, the clauses every Data Purchase Agreement needs, and how to choose.
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