The problem of ‘model collapse’: how a lack of human data limits AI ...
Jul 24, 2024 · Leading AI companies, including OpenAI and Microsoft, have tested the use of “synthetic” data — information created by AI systems to then also train large language models (LLMs) — as they ...
Why computer-made data is being used to train AI models
Jul 19, 2023 · Two recent studies from Microsoft Research showed that synthetic data could be used to train models that were smaller and simpler than state-of-the-art software such as OpenAI’s GPT-4 or …
Home | AI Transformation Series
Jun 10, 2025 · This webinar explored the latest GenAI applications in the banking industry, discussing emerging techniques such as synthetic data and self-supervised learning, and provide strategies for …
Facebook to build metaverse with start-up that had US military contracts
Dec 24, 2021 · In November, Nvidia announced a new synthetic data engine to generate realistic autonomous vehicles and robots that can be trained in its own virtual worlds, before being released …
Home | Transforming Banking with GenAI
Feb 13, 2025 · The discussion explored the latest GenAI applications in the banking industry, discuss emerging techniques such as synthetic data and self-supervised learning, and provide strategies for …
AI can learn a lot from its biological predecessors
Aug 1, 2024 · Having already ingested most of the trillions of human-generated words on the internet, the latest generative AI models are now increasingly reliant on synthetic data created by AI models …
The promise of synthetic data - Financial Times
Feb 4, 2020 · The idea of synthetic data was first floated in the 1990s, but the rise in machine learning and computing power, coupled with stricter regulations around data management, now makes it a …
The new markets for AI data - Financial Times
May 19, 2025 · Synthetic data for self-driving might involve setting up a “digital twin” of Los Angeles and having millions of “mock” vehicles navigate the city in a virtual space as training data.
How does AI in thought leadership benefit the audience?
Synthetic data essentially simulates human responses to survey questions, using datasets that are already available. Although still in its infancy (and currently better suited to consumer research than …
AI hit by copyright claims as companies approach ‘data frontier’
Aug 31, 2024 · Top artificial intelligence companies are facing a wave of copyright litigation and accusations that they are aggressively scraping data from the web, a problem exacerbated as start …