designing

Zero-Waste Agentic RAG: Designing Caching Architectures to Minimize Latency and LLM Costs at Scale

-Augmented Generation (RAG) has moved out of the experimental phase and firmly into enterprise production. We aren't any longer just constructing chatbots to check LLM capabilities; we're constructing complex, agentic systems that interface directly...

Designing Data and AI Systems That Hold Up in Production

Do you see yourself as a full-stack developer? How does your experience across the entire stack (from frontend to database) change the way you view the information scientist role? I do, but not within the...

Plan–Code–Execute: Designing Agents That Create Their Own Tools

today deal with how multiple agents coordinate while choosing tools from a predefined toolbox. While effective, this design quietly assumes that the tools required for a task are known prematurely. Let’s challenge that assumption...

The crucial first step for designing a successful enterprise AI system

Many organizations rushed into generative AI, only to see pilots fail to deliver value. Now, corporations want measurable outcomes—but how do you design for fulfillment? At Mistral AI, we partner with global industry...

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...

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