Microsoft, HubSpot, and ServiceNow are leading the trend of utilizing smaller, targeted open-source LLMs to enhance agentic AI capabilities. These companies are moving towards customized models that can effectively carry out specific tasks rather than relying on larger, general models. This approach allows greater flexibility, lower costs, and improved performance, particularly in offline settings. Microsoft's new tools aim to integrate smaller LLMs into Microsoft 365, while HubSpot's Breeze AI platform continues to enhance productivity through its open-source model offerings.
Companies are going to have hundreds of models..., they're going to be domain specific models that are getting built rapidly now.
Microsoft is building an ensemble of small footprint AI tools that will include open-source AI models for Microsoft 365 that will work offline.
Open-source models that are smaller in size are an important part of the pipeline.
HubSpot expanded its availability of agents in its Breeze AI platform, which already includes genAI tools to improve employee productivity.
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