Applied Interpretability

Build tools to understand and explain AI behavior

0/5 completed

Topics

01

Mechanistic Interpretability Practice

Reverse engineer neural network behaviors

⏱️ 12 hoursAdvanced
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02

Building Explainable AI Systems

Create AI systems that can explain their decisions

⏱️ 10 hoursIntermediate
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03

AI Debugging Frameworks

Tools and techniques for debugging AI behavior

⏱️ 8 hoursIntermediate
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04

LLM Psychology and Behavior Analysis

Understanding what we can learn about LLMs from conversational interaction

⏱️ 10 hoursIntermediate
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05

Chain of Thought Analysis and Faithfulness

Analyzing and improving the reliability of reasoning traces in LLMs

⏱️ 12 hoursAdvanced
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