Generative AI and Large Language Models: A New Approach to Enhance Diversity in the World
Nowadays, Diversity and inclusion have emerged as critical issues across many industries, especially within large corporations. With advancements in technology, many of these corporations are developing AI models to address these concerns. Notably, the most common application of top AI models is leveraging Generative AI to solve this problem. Also, Generative AI is a subset of Artificial Intelligence that employs algorithms to generate new content, analyze different documents and provide research or data assistance based on existing patterns.
Large Language Models (LLMs) are frequently used today, with Generative AI enhancing diversity via AI-powered chatbots that assist a diverse user base. The tech industry recently also have a piece of good news: META just released the new LLM (Llama 2) to Azure customers on 18 JUL 2023 this week (details about this repository), demonstrating the powerful capabilities of Generative AI, which refers to machine learning techniques (i.e. Large Language Models) that can generate human-like text and analysis. When properly implemented, they can help identify & reduce biases encoded in big data. Some of the most powerful AI LLMs today include Anthropic (Claude), Azure (GPT 3.5 Turbo), and Google (PaLm2). These proprietary licensed models can prohibit users from sharing or output without authorization and they also support text summarization, Q&A and Langchain.
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In our daily lives, we often interact with Chatbots (e.g. POE application connects different APIs, allowing users to chat with various language models). These chatbots are trained to interact with users based on their individual needs and backgrounds, which can help to create a more inclusive various environment.
In a real case, a healthcare company is using Generative AI to tailor patient support content for underserved populations. By analyzing symptoms through an algorithmic bias lens, LLMs can highlight different perspectives and issues! Also, this mid-June Google CEO (Sundar Pichai) revealed their AI could predict medical conditions via eye scan technology, potentially replacing CT, MRI, and X-ray in the future.
Generative AI and LLMs will certainly assist people to solve problems and enhance efficiency by processing large data quantities quickly to spot biases that humans may overlook. Overall, AI is enabling organizations to rethink inclusive work in more nuanced, effective and creative ways.
However, AI used to improve diversity is not without its challenges. Poorly designed systems can perpetuate harmful biases, and rigorous auditing and oversight are essential to ensure AI aligns with organizational values. Generative models may also generate illusionary or logically inconsistent content. Ethical issues around privacy and consent must be considered when applying AI to diversity programs. Lastly, please remember AI is a tool that should be used with critical thinking and discretion.
In conclusion, among the Top LLMs utilizing Generative AI offer a powerful tool for enhancing diversity and inclusion. With continued exploration and implementation of innovative approaches, we can build a more just and inclusive future. *Ultimately, please remember: it’s crucial to implement these tools carefully to prevent erroneous results.
We believe there are many new AI models coming this year, as APPLE announced yesterday (19 JUL 2023) that they are testing their “Apple GPT” to develop Generative AI tools to catch Open AI. If you haven’t tried these new things yet, NOW is a good time to get to know them more and more!
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