Build a Deterministic Event Scheduler with Tests and Edge-Case Handling in Python
Design a deterministic event scheduler in Python using a priority queue. Support add/cancel/reschedule, recurring events, and simulated time. Include complexity analysis, property-based tests, and clear handling of tie-breaking and clock drift.
Create a Minimal Type-Safe SQL Query Builder with Prepared Statements in TypeScript
Implement a tiny type-safe SQL query builder in TypeScript for SELECT/WHERE/JOIN/ORDER/LIMIT. Generate prepared statements with parameter arrays, prevent SQL injection, and include example usage plus unit tests for query output.
Explain How Governments Balance Public Spending, Inflation, and Jobs Using Simple Models
Using neutral, high-level concepts, explain how public budgets, interest rates, inflation, and employment interact. Provide a simple toy model, define key terms, and offer practical questions citizens can ask when evaluating policy proposals.
Summarize Key Tradeoffs in AI Safety, Privacy, and Cybersecurity for Everyday Technology Users
Discuss general technology trends: AI deployment, data privacy, and cybersecurity. Compare common safeguards (encryption, access control, audits, red-teaming), outline risks and mitigations, and provide a short checklist for organizations adopting AI.