Observer

Can Synthetic Data Help Solve Generative A.I.’s Training Data Crisis?

To address the growing A.I. training data crisis, some experts are considering synthetic data as a potential alternative. Real-world data, created by real humans, include news articles, YouTube videos ...
IPWatchdog

Training Data on Trial: AI’s First Fair Use Test

“Courts are adapting the flexible fair-use doctrine to modern technology without rewriting the statute.” The results point toward a single principle: when AI training reproduces a copyrighted work’s ...
eWeek

How to Train an AI Model: A Step-by-Step Guide for Beginners

AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...
The Conversation

Training AI requires more data than we have — generating synthetic data could help solve this challenge

The rapid rise of generative artificial intelligence like OpenAI’s GPT-4 has brought remarkable advancements, but it also presents significant risks. One of the most pressing issues is model collapse, ...
GeekWire

From ‘black box to glass box’: Ai2 links AI outputs to training data in breakthrough for transparency

The new OLMoTrace tool builds on the Allen Institute for AI’s open-source initiatives. (Ai2 Image) The Allen Institute for AI (Ai2) released a new tool that links AI-generated text to training data, ...
Forbes

The Synthetic Data Trap: How Your AI Strategy Is Training You To Be Average

Jēnna Reese is CEO of Connect Centric, a D.C.-based firm that helps Fortune 500s and large nonprofits execute technology initiatives. In the race to modernize with AI, a new kind of risk is quietly ...
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 ...