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Beginner to Intermediate4-6 hoursWorking mental model + reference materials

What actually happens inside a Large Language Model — from the moment you type a prompt to the moment it responds. No math. No fluff. Just a clear picture you can hold in your head.

...relationships. Middle layers build up to phrase-level meaning. Deep layers handle complex reasoning, world knowledge, and abstraction. GPT-2 had 12 layers. GPT-3 had 96. This is a large part of why scale matters...

2 DaysIntensive

Beginner FriendlyNo math required

LLMs Machine Learning Transformers Generative AI View Details

Architecture Decision & Technical Clarity Workshop

Enterprise & Solution Architects, Principal EngineersADR/ADL templates, decision backlog, prioritisation framework

Eliminate architectural ambiguity and technical decision bottlenecks through clear decision frameworks and accountability patterns.

...bottlenecks through clear decision frameworks and accountability patterns for both human and autonomous systems. I've seen teams spend three weeks debating a technology choice that was already decided six...

1 DayIntensive

Clear DecisionsActionable Framework

Architecture Decisions ADR Technical Clarity Decision Governance View Details

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