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Update example-llm-workflows/README.md
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Co-authored-by: Brian Ginsburg <[email protected]>
Signed-off-by: Zeeshan Lakhani <[email protected]>
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Zeeshan Lakhani and bgins authored May 1, 2024
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Expand Up @@ -416,7 +416,7 @@ The learning goals of this project were to experiment with working with LLMs loc
Localized, open-source LLM models for home and on-prem use cases are growing in popularity, even leading to the creation of a [LocalLLaMA reddit][reddit-post] community! We've seen how [GDPR][gdpr] has increased the need for companies to be more careful around [PII management and data privacy isolation across regions and region-compliance laws][so-privacy].

Self-hosted, privately managed model deployments hit on many of the privacy and security modules taught in our course. Incorporating ways for users to chain LLM steps together while controlling what inference gets exhibited without the infrastructure concerns or data risks typically associated with external cloud services, presents a unique opportunity to democratize AI capabilities. By ensuring that users can interact with and execute complex AI
workflows with ease, the project aims to bridge the gap between advanced AI technologies and those with some software development background. This approach not only aligns with the course's focus on privacy and security, but also empowers users by providing them with tools to leverage AI in a secure, private, and user-friendly manner.
workflows with ease, this project aims to bridge the gap between advanced AI technologies and those with some software development background. This approach not only aligns with the course's focus on privacy and security, but also empowers users by providing them with tools to leverage AI in a secure, private, and user-friendly manner.

Regarding further alignment with our class, the rise of LLMs has made the transparency of existence, operation, and first-class design for transparency urgent ethical matters as more and more companies move to gather data and push AI agents into our everyday lives. OpenAI's chat interface (to GPT) spawned much of the burgeoning popularity of LLMs, but with OpenAI, we know the CEO of the company is linked to another company (Worldcoin) that has [shady digital-identity practices][iris-scanning].

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