[NEW LAUNCH] Amazon Nova understanding models (AIM395-NEW)

Amazon Nova: Transformative AI Capabilities

Overview

  • Amazon announced a new generation of state-of-the-art foundation models called Amazon Nova.
  • Amazon Nova includes four models in ascending order of intelligence:
    1. Amazon Micro: A text-only model with fast inference and low cost.
    2. Amazon Nova Light: A low-cost multimodal model for processing text, images, documents, and videos.
    3. Amazon Nova Pro: A highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.
    4. Amazon Nova Premiere: The most capable multimodal model for complex reasoning and as a teacher for distilling custom models.

Key Capabilities

Price-Performance Leadership

  • Amazon Nova models offer industry-leading price-performance, with the most cost-effective models in their respective intelligence classes.

Multimodal Understanding

  • Amazon Nova Light and Pro can process text, images, documents, and videos, extracting valuable insights from complex, multimodal inputs.
  • Capabilities include:
    • Extracting information from handwritten documents
    • Summarizing and analyzing complex technical diagrams

Agentic Workflows

  • Amazon Nova models can power computer agents that plan and execute multi-step actions using browsers and screen-based applications as universal tools.
  • Demonstrated capabilities include:
    • Updating order details in an SAP S/4HANA system
    • Automating the root cause analysis of service issues by orchestrating across APIs and UIs

Customization and Fine-Tuning

  • Customers can fine-tune Amazon Nova models using their own data to improve accuracy for specific applications.
  • Customers can also distill knowledge from the more capable models (e.g., Nova Pro) into smaller, more efficient models (e.g., Micro, Light).

Industry-Leading Speed

  • Amazon Nova models demonstrate exceptional inference speed, with the fastest models in their respective intelligence classes.

Customer Perspective: Hurst

  • Hurst, a large media and information conglomerate, has been actively exploring the use of generative AI across its diverse businesses.
  • Hurst sees significant potential for Amazon Nova to enhance workflows in areas like financial data processing, healthcare authorization processing, and media content creation and analysis.
  • Hurst's early experiments with Amazon Nova have demonstrated the models' capabilities in understanding complex multimodal content and providing valuable insights to optimize business processes.

Conclusion

  • Amazon Nova introduces a powerful family of foundation models that deliver frontier intelligence with industry-leading price-performance.
  • The models' multimodal understanding, agentic capabilities, customization options, and industry-leading speed open up a wide range of transformative applications across various industries.
  • Customers like Hurst are already exploring the potential of Amazon Nova to optimize their workflows and unlock new opportunities.

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