Generative AI System Design Systems Review 
AWS Machine Learning - AI
APRIL 9, 2025
Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. For example, consider a text summarization AI assistant intended for academic research and literature review. Such queries could be effectively handled by a simple, lower-cost model.
AWS Machine Learning - AI
MARCH 7, 2025
At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Data: Policy forms Mozart is designed to author policy forms like coverage and endorsements.
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AWS Machine Learning - AI
MARCH 5, 2025
Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.
CIO
NOVEMBER 19, 2024
In 2024, a new trend called agentic AI emerged. Agentic AI is the next leap forward beyond traditional AI to systems that are capable of handling complex, multi-step activities utilizing components called agents. However, they are used as a prominent component of agentic AI. LLMs by themselves are not agents.
Palo Alto Networks
NOVEMBER 21, 2024
Additionally, the cost of cyber disruption will increase next year as businesses experience downtime due to cyberattacks and scramble to implement defenses fit for the AI-enabled attacker era. In 2025, attackers will begin developing and testing generative AI technologies to use over the next 3-5 years.
AWS Machine Learning - AI
NOVEMBER 19, 2024
With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. Solution overview This section outlines the architecture designed for an email support system using generative AI.
AWS Machine Learning - AI
JULY 3, 2024
Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. In this post, we explore how LLMs can be used to design marketing content for disease awareness.
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