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Decks in this class (17)
February Dump 1
What is the texas responsible art...,
What are the jurisdictions of tra...,
What are the prohibitions under t...
22
cards
Core AI Engineering Concepts (Chip Huyen)
What is the central thesis of chi...,
What does huyen mean by the moat ...,
What is a foundation model fm 3
10
cards
Hierarchical Memory Systems
What are the three types of memor...,
What is parametric memory interna...,
What is episodic memory short term 3
5
cards
RAG (Retrieval-Augmented Generation)
What is retrieval augmented gener...,
What is hybrid search and why doe...,
What is bm25 3
9
cards
RAG vs. Fine-Tuning Decision Framework
0
cards
The Compound Mistake Problem
What is the compound mistake prob...,
What agent design principles foll...,
What is the planner evaluator exe...
5
cards
06-evaluation-methodology
What is ai as a judge llm as a ju...,
What are the two main ai as a jud...,
What is evaluator bias in ai as a...
10
cards
07-prompt-engineering
What does huyen mean by prompt en...,
What is the instruction hierarchy 2,
What is defensive prompt engineer...
4
cards
08-model-router-architecture-patterns
What is the model router pattern 1,
Why is the model router pattern c...,
How does the model router support...
4
cards
09-reasoning-slms-key-formulas
What is the hallucination paradox 1,
What are reasoning models eg o1 o3 2,
When should you use a standard ll...
20
cards
10-scoping-buy-vs-build-model-selection
What are the four complexity tier...,
What percentage of enterprise ai ...,
What are the five primary constra...
18
cards
11-retrieval-architecture-infrastructure
What is graphrag and when should ...,
What is the 2026 default retrieva...,
How does a hybrid retrieval pipel...
17
cards
12-cost-metrics-evaluation-tooling
How do you calculate cost per que...,
What are the five cost optimizati...,
What are the target ttft ranges b...
15
cards
13-regulatory-compliance-application-patterns
What is the eu ai act and when do...,
What are the four risk tiers of t...,
What is us eo 14365 and how does ...
18
cards
14-architecture-decisions-steampunk-accelerators
What are the 12 key architecture ...,
What is the default model recomme...,
What is the default retrieval rec...
24
cards
15-azure-ai-architect-interview
What is azure openai service and ...,
What azure openai models would yo...,
What are the azure openai deploym...
43
cards
16-ai-architect-mindset-decisions-and-interview-phrases
What are the 12 key ai architectu...,
What is the 5 part decision lens ...,
Decision 1 buy or build why does ...
24
cards
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AI Architect 2026
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AI Fundamentals
- 17 decks
- 362 flashcards
- 1,713 learners
Decks:
Introduction To Ai, Key Terminology Concepts, Prompt Engineering Techniques, And more!
