Book + path nodes · evidence-first learning
BLS occupational data, scraped employer skill requirements, and CIRR-audited bootcamp outcomes.
Spaced repetition, retrieval practice, and exam-week planning.
Verification loops for notes, projects, resumes, and courses.
¶ Section 01
Hand-picked stories grounded in primary sources and verified data — what we believe is worth your attention right now.
View archive →¶ Section 02
Study SkillsA practical 2026 study guide for using AI-generated flashcards with spaced repetition, retrieval practice, source checking, and academic-integrity boundaries.
Study SkillsA 2026 guide for using AI in summer online courses while preserving retrieval practice, verification, integrity, and realistic weekly pacing.
Career DevelopmentA 2026 learner guide for using AI on resumes, portfolios, and applications without exaggerating skills, projects, sources, or credentials.
Study SkillsA 2026 student guide for using AI in group projects: policy checks, contribution logs, source ownership, disclosure notes, and teammate review.
Study SkillsA 2026 student workflow for reading AI-use rules, logging permitted support, protecting source work, and asking instructors clear questions.
Study SkillsA student-safe 2026 workflow for checking AI-assisted citations, source notes, retrieval prompts, and academic integrity before submitting research work.
Study SkillsA practical workflow for using AI after class while preserving retrieval practice, source checking, academic integrity, and exam-ready notes.
Study SkillsUse AI study assistants without weakening retrieval practice, source checking, academic integrity, or exam readiness during a high-pressure week.
Study SkillsA practical exam-week workflow for retrieval practice, spacing, interleaving, AI verification, error logs, and academic-integrity guardrails.
