synthetic data - Briefly

AI Companies Running Out of Training Data After Burning Through Entire Internet

Companies are facing a data shortage for training AI models due to the internet's limitations.

Alternative sources of data training like synthetic data and publicly-available video transcripts are being explored. [ more ]

Open Data Science - Your News Source for AI, Machine Learning & more

Hugging Face's Cosmopedia Hopes To Reshape Pre-Training Data

Hugging Face introduces Cosmopedia, a synthetic data creation tool with diverse subjects and <1% duplicate content rate, revolutionizing dataset generation for AI models. [ more ]

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Futurism

AI Companies Are Running Out of Training Data

AI companies could run out of high-quality data by 2026

Synthetic data may not be a viable solution

A potential solution is the advent of mass human content farms [ more ]

Futurism

AI Companies Are Running Out of Training Data

AI companies could run out of high-quality data by 2026

Synthetic data may not be a viable solution

A potential solution is the advent of mass human content farms [ more ]

Futurism

AI Companies Are Running Out of Training Data

AI companies could run out of high-quality data by 2026

Synthetic data may not be a viable solution

A potential solution is the advent of mass human content farms [ more ]

moreAI

TechCrunch

3 days ago

Data science

Fairgen 'boosts' survey results using synthetic data and AI-generated responses | TechCrunch

Fairgen’s platform uses statistical AI to generate synthetic data for market research, overcoming challenges of finding and budget constraints for survey participants. [ more ]

MarTech

Data science

Unlocking the potential of synthetic data: A business game-changer | MarTech

Synthetic data is a rising trend in the business world for gaining a competitive edge.

Direct querying is a common approach to generating synthetic data, but it comes with challenges like biased responses. [ more ]

Futurism

Synthetic Data, Explained: Why AI Trained on AI Is The Next Big Thing (and Problem)

Synthetic data is viewed as a potential solution to the shortage of AI training data.

Challenges exist in creating quality synthetic data, with current attempts leading to AI model issues. [ more ]

www.nytimes.com

What to Know About Tech Companies Using A.I. to Teach Their Own A.I.

Tech companies are exploring the use of synthetic data to train chatbots and A.I. models due to potential copyright lawsuits and data exhaustion from the internet.

Synthetic data is generated by A.I. models and is seen as a solution to copyright issues while increasing the availability of training data for artificial intelligence. [ more ]

WIRED