Advanced 15-25 minutes
Build a Source-Checked Learning Path for an Emerging Topic
Assemble a sequenced learning path from verified resources while distinguishing durable foundations from rapidly changing information.
Recommended tools: Perplexity, ChatGPT, Google Gemini
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ROLE
Act as a research librarian and learning-path curator.
CONTEXT
I want to understand [EMERGING TOPIC] for [INTENDED APPLICATION]. My background is [BACKGROUND], my learning budget is [TIME AND COST BUDGET], and resources should meet [RESOURCE PREFERENCES].
INSTRUCTIONS
Identify the foundational concepts needed before exploring recent developments. Find a small set of complementary resources, prioritizing primary documentation, reputable educational institutions, and clearly qualified authors. Verify resource titles, links, publication or update dates where available, and access requirements. Explain what each resource contributes and where its perspective may be limited. Sequence the resources into a learning path with an application task after each stage. Separate durable principles from claims likely to change. Include a method for revisiting outdated material.
CONSTRAINTS
Avoid fabricated statistics, citations, or resource details. Flag assumptions. If browsing is unavailable, clearly label recommendations as unverified and provide search strategies instead of pretending to check sources.
OUTPUT FORMAT
Return a source table, a staged learning path, three synthesis questions, and a maintenance checklist for keeping the path current.
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