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Cloud Strategy in the AI Era with Matt Garman, CEO of AWS
No Priors: Artificial Intelligence | Technology | Startups
Integrating Cloud Technology and AI: Building Blocks and Safety Measures
Leveraging cloud technology and open-source solutions enhances security, visibility, and license portability, significantly benefiting the industry. The AI landscape consists of crucial building blocks, including retrieval augmented generation (RAG), fine-tuning, and evaluation suites. As the AI ecosystem evolves, the emphasis will shift from models to knowledge bases that provide grounding data, crucial for real-time informational accuracy. Implementing guardrails is essential, especially in sensitive applications like financial services chatbots, to prevent the dissemination of harmful advice and manage topics that could lead to compliance issues. These safety measures ensure that AI systems function responsibly and effectively in their intended roles.
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