Algorithmic Bias Clinic (IR/MBA)
Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.
Explore Prompts
Page 323 of 511 · 6130 prompts
Privacy by Design Checklist (IR/Cyber)
Provide a checklist for IR and cyber projects: minimize PII, consent logging, deletion tooling, and redaction for storage.
Marketing Analytics Mini-Lab
Analyze a funnel dataset: compute conversion, churn, and cohort retention. Produce executive takeaways and test ideas.
Case Interview Drill (MBA/College)
Simulate a case: profitability decline. Provide clarifying questions, issue tree, and a math segment with solution path.
MBA Strategy: Five Forces in Tech
Apply Five Forces to a platform company. Explain supplier power (chips/cloud), buyer power (developers), and moat levers. Output a one-pager.
Capstone: Build a Search API
Specify endpoints for query, suggestion, and feedback. Include schema examples, rate limits, and offline evaluation hooks.
RAG for Research Labs
Blueprint a RAG system for a lab wiki and PDFs: chunking policy, hybrid retrieval, and citation-anchored answers. Add privacy filters.
IR System Design Interview (Postdoc)
Answer a design prompt: scholarly search with citation grounding. Provide indexing pipeline, re-ranking, and dedupe heuristics with diagrams.
Pen-Test Scope & Ethics
Draft a template statement of work for a student-run pen-test of a voluntary target. Define scope, rules of engagement, and reporting format.
Cloud Security Primer (College/Grad)
Map IAM, network segmentation, KMS, and logging across one cloud provider. Provide a minimal landing zone with guardrails.
Secure Coding Kata (College)
Prepare a weekly coding kata: fix input validation, auth, secrets, and logging issues. Provide code snippets in Python/JS and test cases.
SOC Playbook Mini: Triage to Closure
Create a triage playbook: alert enrichment, false positive filters, incident severity, and closure checklist. Include a sample ticket flow.