designing

Designing digital resilience within the agentic AI era

While global investment in AI is projected to succeed in $1.5 trillion in 2025, fewer than half of business leaders are confident of their organization’s ability to keep up service continuity,...

Designing higher products with AI and sustainability 

As global carbon emissions reached a record high in 2024, pressure is mounting on firms to scale back their environmental footprint in alignment with the UN’s Sustainable Development Goals. Consumers...

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

Machine learning models are powerful, but sometimes they produce predictions that break human intuition. Imagine this: you’re predicting house prices. A 2,000 sq. ft. house is predicted cheaper than a 1,500 sq. ft. home. Sounds...

Designing a brand new option to optimize complex coordinated systems

Coordinating complicated interactive systems, whether it’s the various modes of transportation in...

Designing the long run of entertainment

An entertainment revolution, powered by AI and other emerging technologies, is fundamentally changing how content is created and consumed today. Media and entertainment (M&E) brands are faced with unprecedented opportunities—to reimagine costly and...

Designing, Constructing & Deploying an AI Chat App from Scratch (Part 1)

The aim of this project is to learn in regards to the fundamentals of contemporary, scalable web applications by designing, constructing and deploying an AI-powered chat app from scratch. We won’t use fancy frameworks...

Designing RAGs

GenAIA guide to Retrieval-Augmented Generation design selections.20 min read·15 hours agoConstructing Retrieval-Augmented Generation systems, or RAGs, is simple. With tools like LamaIndex or LangChain, you'll be able to get your RAG-based Large Language Model...

Designing and Deploying a Machine Learning Python Application (Part 2)

As we haven’t quite solved the important thing problems, let’s dig in only a bit further before entering into the low-level nitty-gritty. As stated by Heroku:Web applications that process incoming HTTP requests concurrently make...

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