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In contrast, Google's Gemini represents a more       4. AI INTEGRATION INTO OTHER
            unified  multi-modal  approach.  Unlike  GPT-        SOFTWARE
            4V,  Gemini  integrates  image  generation  and      Developers are also including LLM and other AI
            understanding  within the same model,  without       models  in  their  software  products. These  could
            relying  on  separate  specialized  systems.  This   take the form of chatbots which allow the user
            allows Gemini to seamlessly process and generate     to utilize the program more easily by engaging

            text, interpret images, and create visual content,   with it in a conversational manner, or in a more
            all  within  a  single  model  framework.  This      indirect  way,  utilizing  AI  to  generate  content
            integration makes Gemini a truly comprehensive       based  on  the  context.  Examples  of  the  former
            AI system, capable of handling a diverse range of    include  Microsoft’s  “Copilot”  feature  which
            tasks in a more fluid and interconnected manner.
                                                                 provides a chatbot to help users with Microsoft
                                                                 Office  applications  like  Word  and  Excel,  or
            The evolution of multi-modal models like GPT-        companies using LLM chatbots as part of their

            4V and Gemini highlights the exciting potential      customer service solutions. Examples of the latter
            of  AI  to  mimic  complex  human  sensory  and      include to-do list applications which utilize LLMs
            cognitive processes.
                                                                 to assist the user in creating subtasks based on the
                                                                 task the user inputted, or design software which
                                                                 uses IGS to generate or modify images.















































     24   |    VOLUME  1                                                        FOUNDATIONS OF AI  |  LOZANOSMITH.COM
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