Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...

AI’s New Training Data: Your Old Work Slacks And Emails

One company, AfterQuery, sells a series of off-the-shelf “worlds” to AI labs, with names such as “Big Tech World”, “Finance ...
Law

Discovery of Training Data in AI Litigation

Although AI litigation is still in its infancy, discovery disputes are now emerging. In AI copyright cases, for example, parties have disputed the discoverability of data used to train defendants’ AI ...
NextBigFuture

AI Text Data Training and Other Scaling Problems and Limits

Unnamed OpenAI researchers told The Information that Orion (aka GPT 5), the next OpenAI full-fledged model release, is showing a smaller performance jump than the one seen between GPT-3 and GPT-4 in ...
Forbes

Data Security: The Foundation Of Responsible AI Regulation

As AI continues to transform industries, the conversation around AI regulation has intensified. However, one crucial aspect often overlooked in these discussions is the foundational role of data ...