From the course: Transforming Supply Chains with AI: A Leader's Road Map
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Generative AI and ESG compliance
From the course: Transforming Supply Chains with AI: A Leader's Road Map
Generative AI and ESG compliance
- By now, I'm sure you have used some form of generally available generative AI models like ChatGPT, Claude, and Gemini to draft emails, generate summaries, and create images or even videos. However, in many cases, that is what the use of Gen AI gets restricted to. Privacy, black box algorithm, hallucination, and data security are some of the concerns that limit its business use. These are all valid. No one wants or should expose their company data to a publicly available Gen AI model. So, how can we use Gen AI to help us with ESG compliance and reporting while keeping it secure, private, free from hallucinations, and importantly, economical as well? Most organizations will not have the budgets equivalent to OpenAIs and Googles of the world to train these complex models. That is where a technique called fine-tuning comes into play. Fine-tuning is a process through which instead of building the entire generative AI model from scratch, an organization can source a pre-trained, pre-built…
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