Futurism

If Even 0.001 Percent of an AI’s Training Data Is Misinformation, the Whole Thing Becomes Compromised, Scientists Find

It’s no secret that large language models (LLMs) like the ones that power popular chatbots like ChatGPT are surprisingly fallible. Even the most advanced ones still have a nagging tendency to contort ...
Geeky Gadgets

Experiments Find LLMs Rely on Training Data & Lose Mid-Document Details

Large language models (LLMs) like ChatGPT and Claude have significantly influenced how we interact with artificial intelligence, offering advanced capabilities in text generation, summarization, and ...
TechRepublic

Cisco Talos Researcher Reveals Method That Causes LLMs to Expose Training Data

Cisco Talos Researcher Reveals Method That Causes LLMs to Expose Training Data Your email has been sent In this TechRepublic interview, Cisco researcher Amy Chang details the decomposition method and ...
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 ...
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 ...
VentureBeat

Researchers warn of 'catastrophic overtraining' in LLMs

A new academic study challenges a core assumption in developing large language models (LLMs), warning that more pre-training data may not always lead to better models. Researchers from some of the ...
Geeky Gadgets

Easily Fine-Tune AI Models by Training Them with Your Own Data Using Encord

Training AI or large language models (LLMs) with your own data—whether for personal use or a business chatbot—often feels like navigating a maze: complex, time-consuming, and resource-intensive. If ...
Nature

The AI revolution is running out of data. What can researchers do?

The Internet is a vast ocean of human knowledge, but it isn’t infinite. And artificial intelligence (AI) researchers have nearly sucked it dry. The past decade of explosive improvement in AI has been ...