Explore Prompts

Summarize key cyber laws (privacy, CFAA-like, data breach). Draft a one-page policy memo on responsible disclosure for student clubs.

Write a concise case: competitor map, regulatory hurdles, channel options, and a 90-day test plan. Provide board-ready slides outline.

Teach contribution margin, payback period, and LTV/CAC with a simple SaaS example. Include a spreadsheet template and sensitivity analysis prompts.

Design an evaluation harness that measures relevance and faithfulness for IR+LLM answers. Include human labeling rubric and inter-rater checks.

Explain inverted vs vector vs hybrid index structures. Build a cost/latency model with dataset size from 10K→10M and propose sharding strategy.

Train a simple LTR model with handcrafted features (BM25 score, title match, click priors). Provide cross-validation setup and feature importance chart.

Implement basic query parsing: tokenization, phrase detection, and entity hints. Evaluate on provided queries and report precision/recall.

Compare BM25 to sentence embeddings for a news corpus. Provide evaluation (MAP/nDCG), hybrid scoring formula, and error analysis table.

Explain hashing, HMAC, symmetric/asymmetric crypto with student-friendly diagrams. Provide do/don’t implementation notes and a short Python demo.

Outline safe, legal practice steps for SQLi/XSS/CSRF in a local DVWA/Juice Shop. Include proof-of-concept scripts and a remediation write-up.

Create a lab to collect logs from OS, web server, and network sensors. Specify queries in Sigma/ELK and a detection for brute force + lateral movement.

Teach STRIDE by walking through a sample web app. Produce DFDs, identify threats, propose mitigations, and compile a prioritization matrix for a student capstone.