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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. This strategy results in more robust, versatile, and efficient applications that better serve diverse user needs and business objectives. In this post, we provide an overview of common multi-LLM applications.

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How to win at AI: think like a systems designer, not a tech shopper

CIO

AI outside is where organizations are building or fine-tuning their own models, integrating AI into their own applications or business logic. IT should think like a systems designer, not a tech shopper. Helping CIOs separate those two tracks is often the first step toward a practical AI strategy.

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A Detailed Guide on Conducting Effective System Design Interviews

Hacker Earth Developers Blog

System design interviews are becoming increasingly popular, and important, as the digital systems we work with become more complex. The term ‘system’ here refers to any set of interdependent modules that work together for a common purpose. Uber, Instagram, and Twitter (now X) are all examples of ‘systems’.

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8 Steps to acing your next system design interview

Hacker Earth Developers Blog

System design can be a huge leap forward in your career both in terms of money and satisfaction you get from your job. But if your previous job was focused on working closely on one of the components of a system, it can be hard to switch to high-level thinking. Imagine switching from roofing to architectural design.

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8 Steps to acing your next system design interview

Hacker Earth Developers Blog

System design can be a huge leap forward in your career both in terms of money and satisfaction you get from your job. But if your previous job was focused on working closely on one of the components of a system, it can be hard to switch to high-level thinking. Imagine switching from roofing to architectural design.

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How ML System Design helps us to make better ML products

Xebia

Demand forecasting is chosen because it’s a very tangible problem and very suitable application for machine learning. Table of Contents What is Machine Learning System Design? Machine Learning System Design is the iterative process of defining a software architecture. More about this later in this post.

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Vibe Coding: Shaping the Future of Software

Hacker Earth Developers Blog

It is important for us to rethink our role as developers and focus on architecture and system design rather than simply on typing code. Conversely, developers who excel in system design, architecture, and optimization are likely to see increased demand and compensation.

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