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Posted on • Originally published at paperium.net

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT toChatGPT

From BERT to ChatGPT: How big AI models are reshaping our world

Big AI systems called foundation models are like a smart starting point for many apps, trained on huge piles of examples so they can help with lots of jobs.
Early models like BERT learned how words fit together in a sentence, while newer ones like ChatGPT can chat, write, and follow simple hints, often with little or no extra tutoring.
These models are used for text, for images, and for networks of data, and some teams try to build one model that handles many kinds of input.
People work to make them faster, smaller and easier to use, but there are also hard questions about security, privacy and how well the models can think straight.
The research points to big chances — smarter tools, new jobs, creative helpers — yet also shows clear limits and risks that need fixing.
If you wonder what comes next, the mix of better design, safer rules, and real-world checks will shape the near future, and everyday life might change in ways we only starting to guess.

Read article comprehensive review in Paperium.net:
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT toChatGPT

🤖 This analysis and review was primarily generated and structured by an AI . The content is provided for informational and quick-review purposes.

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