Research Report Corpus
P1Systematic 24-report research program covering LLM fundamentals, API mechanics, RAG, multi-agent patterns, and architecture.
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Research Report Prompt Template Guide
Research findings: The note outlines a detailed AI research plan for LLM Orches...
Research Report 1.1: The Transformer Mechanism
Every AI product you use runs on the same core mechanism - a pattern-matching engine that processes entire sentences simultaneously instead of word by word, and understanding how it works changes how you build with it
Research Report 4.2: RAG Mechanics
Research findings: This research report investigates the technical pipeline of ...
Research Report 7.1: Architecture Patterns for LLM Orchestration
Five architectural patterns that determine how LLM orchestration systems behave at scale - monolithic simplicity, microservice isolation, pipeline transformation, graph flexibility, and event-driven reactivity, with the performance characteristics and failure modes that make pattern selection an irreversible decision