CS182 Special Participation

Student Interactions with LLMs: Analysis & Insights

Overview

This website documents student experiences using various Large Language Models (LLMs) to solve homework problems for CS182: Deep Learning. Students tested different LLMs and documented their observations about model behaviors, strengths, and weaknesses.

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Participation A Posts
Non-coding Problems
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Participation B Posts
Coding Problems
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Contributing Students
Unique Contributors
6
Core LLMs Analyzed
Different Model Families

All Submissions

LLM Comparison

Compare Models

Select models to compare side-by-side

ChatGPT

Gemini

Claude

DeepSeek

Grok

Mistral


Common Pitfall Patterns

Recurring issues and how to avoid them!

Data Visualizations & Patterns

LLM Usage Distribution

Homework Coverage

Posts Over Time

LLM Usage Evolution over Time

How student preferences for different LLMs changed throughout the semester

Other Interesting Insights

Homework Challenge Analysis

Issue density and LLM performance across different homework assignments