Amazon's Generative AI Advancements
Monday Update September 18, 2023: Amazon will make a big announcement on Wednesday September 20. We will report the announcement on September 21, 2023.
Amazon, renowned for its e-commerce prowess, is making significant strides in the realms of cloud computing and generative AI. During the recent AWS (Amazon Web Services) Summit in New York, the company shared game-changing generative AI developments designed to simplify AI platform creation for developers and streamline AI integration for enterprises.
The AI model creation process involves various components, starting with the selection of chips to power the model, followed by model building and training, and ultimately, real-world application.
AWS's latest announcements aim to optimize every step of this process. Here's a condensed summary of the most noteworthy updates:
1. AWS HealthScribe: This HIPAA-eligible generative AI service transcribes conversations between patients and clinicians, generating clinical documents. These documents include summaries of interactions, AI-generated insights, references to the original transcription, and structured medical terms. The primary objective is to reduce the time clinicians spend on detailed documentation, allowing them to focus on patient care. Amazon assures data security and privacy, with the model not retaining customer data after processing and encrypting data in transit.
2. Free AWS Generative AI Courses: Generative AI, popularized by ChatGPT's release, offers vast potential to enhance productivity across industries. To address the knowledge gap in using AI effectively, AWS offers seven generative AI courses for all skill levels. These courses cover various aspects of generative AI, from building with Amazon CodeWhisperer to leveraging AI for business applications.
3. Amazon Bedrock Updates: Amazon Bedrock, a foundational model service, now offers expanded choices, including Claude 2, Anthropic's latest LLM, SDZL 1, Stability AI's latest text-to-image model, and a new foundational model, Cohere. Developers can select the model that best suits their specific needs. Amazon Bedrock introduces agents, enabling developers to build AI applications using proprietary data without manual model training. These features are available in preview.
4. Vector Engine for Amazon OpenSearch Serverless: Generative AI prompts and outputs are increasingly conversational, as evidenced by popular chatbots. Amazon's Vector Engine enhances this conversational capability.
In summary, Amazon's recent AWS Summit showcased groundbreaking advancements in generative AI, offering innovative solutions to enhance healthcare documentation, address knowledge gaps, expand model choices, and streamline AI application development. These developments signify Amazon's commitment to advancing AI technology.