Articles
Find AI Information Through Builders, Not Just Influencers
Use interpreters to discover questions, builders to find firsthand context, and primary evidence to reach a bounded conclusion about an AI claim.
term
AI Literacy
Articles
Protect Student Data Before You Share Anything with AI
Reduce an AI request to the minimum permitted evidence, replace real values when possible, and stop when sanitization cannot protect the material.
Articles
Is a Computer Science Major Still Worth It in the AI Era?
Evaluate a computer science degree by its curriculum, learning support, cost, alternatives, and evidence—not by broad predictions about AI.
Articles
Follow Important AI Updates Without Chasing Every Announcement
Build a scheduled, low-noise routine that turns relevant AI updates into verified decisions instead of continuous news consumption.
Articles
Structured Languages Are Thinking Tools in the AI Era
Use prose, structured documents, schemas, and code to expose assumptions and make parts of AI-assisted work mechanically checkable.
Articles
Three Human Talents to Practice in the AI Era
Practice broad foundations, initiative, and mental robustness through a semester plan with observable work and review.
Articles
Choose Text and Data Formats for People, Software, and LLMs
Choose Markdown, JSON, XML, YAML, CSV, or prose from the interface requirements of people, software, and LLM workflows.
Articles
Academic Integrity in the Age of AI
Translate course-specific AI rules into clear boundaries for tutoring, substitution, disclosure, privacy, and published solutions.
Articles
Don’t Let a Useful AI Conversation Disappear
Capture a successful AI-assisted task as a durable record of the problem, reasoning, commands, risks, and verification.
Articles
The Capture–Verify–Crystallize Loop
Turn an AI-assisted result into a verified asset that works independently of the original conversation.