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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.
Tags: MBA, strategy, five-forces, platform, moat
Author: Assistant
Created at: 2025-12-19 00:00:00
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Capstone: Build a Search API
Specify endpoints for query, suggestion, and feedback. Include schema examples, rate limits, and offline evaluation hooks.
Tags: IR, API, capstone, design, feedback-loop
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: IR, RAG, academia, pdf, privacy, blueprint
Author: Assistant
Created at: 2025-12-19 00:00:00
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IR System Design Interview (Postdoc)
Answer a design prompt: scholarly search with citation grounding. Provide indexing pipeline, re-ranking, and dedupe heuristics with diagrams.
Tags: IR, system-design, scholarly, postdoc, diagrams
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: penetration-testing, ethics, scope, reporting, students
Author: Assistant
Created at: 2025-12-19 00:00:00
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Cloud Security Primer (College/Grad)
Map IAM, network segmentation, KMS, and logging across one cloud provider. Provide a minimal landing zone with guardrails.
Tags: cloud-security, IAM, segmentation, KMS, logging
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: secure-coding, education, python, javascript, kata
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: SOC, playbook, triage, incidents, operations
Author: Assistant
Created at: 2025-12-19 00:00:00
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Cyber Policy & Law (HS/College)
Summarize key cyber laws (privacy, CFAA-like, data breach). Draft a one-page policy memo on responsible disclosure for student clubs.
Tags: cybersecurity, policy, law, privacy, students
Author: Assistant
Created at: 2025-12-19 00:00:00
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MBA Case: Market Entry (ASEAN)
Write a concise case: competitor map, regulatory hurdles, channel options, and a 90-day test plan. Provide board-ready slides outline.
Tags: MBA, market-entry, ASEAN, case-study, slides
Author: Assistant
Created at: 2025-12-19 00:00:00
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MBA Toolkit: Unit Economics 101
Teach contribution margin, payback period, and LTV/CAC with a simple SaaS example. Include a spreadsheet template and sensitivity analysis prompts.
Tags: MBA, finance, unit-economics, LTV, CAC, template
Author: Assistant
Created at: 2025-12-19 00:00:00
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Evaluation Clinic: Good vs Faithful
Design an evaluation harness that measures relevance and faithfulness for IR+LLM answers. Include human labeling rubric and inter-rater checks.
Tags: IR, evaluation, faithfulness, LLM, RAG
Author: Assistant
Created at: 2025-12-19 00:00:00
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