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Advanced LLM Topics
Reasoning models, long-context handling, and production safety guardrails — from an AI Engineering practitioner perspective.
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LLM Reasoning & Test-Time Compute
advanced~4hHow modern LLMs perform multi-step reasoning and why test-time compute changes the capability ceiling
Context Window Scaling
advanced~3hTechniques for handling very long contexts in production LLM apps and when to use RAG vs long context
LLM Safety Guardrails (Engineering)
intermediate~2hEngineering-level safety measures for production LLM apps — prompt injection defense, content filtering, and output validation