Companies that want to train advanced AI models face three immediate challenges: 1) they require extensive, high-quality data – a scarce resource for many companies, 2) third-party AI models may include problematic biases, and 3) training fine-tuned models with users’ personal data can lead to privacy violations. However, data collaboration platforms can help address these challenges. They can provide a privacy-preserving training space on abundant, high-quality data, ensuring compliance with privacy laws and unlocking the full potential of fine-tuned models.
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