Lesson 1
Ambiguity in User Intent
Navigating unclear user input and its risks in chatbot design.
Start2 Micro-lessons
Micro lesson 1
When User Input Defies ClassificationMicro lesson 2
Overfitting to Frequent QueriesLesson 2
Scaling and Degradation
Judging trade-offs when chatbots face scale and unexpected failures.
Start2 Micro-lessons
Micro lesson 1
Handling Sudden Traffic SpikesMicro lesson 2
Silent Failures Under LoadLesson 3
Ethics and Long-Term Drift
Recognizing subtle ethical drift and its compounding effects in chatbot systems.
Start2 Micro-lessons
Micro lesson 1
Ethical Drift in Response GenerationMicro lesson 2
Ignoring Minor Anomalies