08 · Advanced Alignment

Chain-of-Thought & Reasoning

Teaching models to think step-by-step before answering

🔴 MUST

🧠 Understand👁️ Visualize🔬 Experiment⚖️ Compare🗣️ Explain

10 subtopics — click to study

Why Chain-of-Thought? 🔴 Step-by-Step Prompting 🔴 Zero-Shot CoT ("Think step by step") 🔴 Few-Shot CoT 🔴 Self-Consistency 🟡 Tree of Thought 🟡 Scratchpad / Extended Thinking 🔴 Reasoning Models (o1, R1, Claude 3.7) 🔴 Process Reward Models 🟡 Test-Time Compute 🟢

← Back to Roadmap

This page 0:00

This session 0:00

Total (all pages) 0:00

Today 0:00

▶ Running

📊 View all study stats →

0:00 studying