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Salesforce and Nvidia's new reasoning model is everything the AI labs should fear
TechCrunch • • business
Key Points:
- Salesforce announced Koa, its first reasoning AI model, developed in partnership with Nvidia and based on Nvidia's open-weight Nemotron model, designed specifically for sales, marketing, and customer support tasks.
- Koa offers enterprises an open-weight alternative to closed frontier AI models, ensuring no customer data ingestion to prevent data leaks and reducing AI costs by using fewer tokens for task completion.
- The model can be automatically routed through Salesforce’s AI gateway depending on the task, adhering to customer data security and compliance requirements embedded within Salesforce.
- Koa was post-trained using synthetic data simulating real customer service and sales scenarios, avoiding the use of actual Salesforce customer data for training.
- This new model aims to improve efficiency and reasoning for multi-step tasks compared to relying on external frontier models like Claude or ChatGPT, providing a more cost-effective and sovereign AI solution for enterprise needs.
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