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AI Systems 2026

Papers & Resources

Key Papers

Section titled “Key Papers”

Agentic AI Systems

Section titled “Agentic AI Systems”
TitleAuthorsYearRelated Week
Agents (OpenAI)OpenAI2023Weeks 1–2
Constitutional AIAnthropic2022Week 2
ReAct: Synergizing Reasoning and ActingYao et al.2023Week 3
ToolformerSchick et al.2023Week 3

Coding AI

Section titled “Coding AI”
TitleAuthorsYearRelated Week
DeepSeek-Coder-V2DeepSeek-AI2024Week 10
Code LlamaRozière et al.2023Week 10
SWE-benchJimenez et al.2024Week 9

Multi-Agent Systems

Section titled “Multi-Agent Systems”
TitleAuthorsYearRelated Week
AutoGenWu et al.2023Week 7
MetaGPTHong et al.2024Weeks 7–9
ChatDevQian et al.2023Week 7

LLM Infrastructure

Section titled “LLM Infrastructure”
TitleAuthorsYearRelated Week
vLLM: PagedAttentionKwon et al.2023Week 11
Efficiently Scaling Transformer InferencePope et al.2023Week 11

Blog Posts & Practical Resources

Section titled “Blog Posts & Practical Resources”
  • “The Ralph Loop” — Geoffrey Huntley (2025) → Core material for Weeks 4–6
  • “Harness Engineering” — Geoffrey Huntley (2025) → Week 4
  • “LLM Wiki: Building Persistent Knowledge Systems” — Andrej Karpathy (2026) → Week 5. Ingest/Query/Lint pattern for LLM-maintained persistent knowledge wikis
  • Graphify — Safi Shamsi (2026) → Week 5. Transform codebases into knowledge graphs, tree-sitter AST + Leiden clustering, 71.5x token savings
  • Claude Code: Deep Dive — Anthropic Blog (2025) → Weeks 1–2

Regulatory Resources

Section titled “Regulatory Resources”
  • EU AI Act — Official Journal of the EU (2024) → Week 2
  • NIST AI Risk Management Framework — NIST (2023) → Week 2

Official Documentation

Section titled “Official Documentation”