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Articles, guides, and workshops on mental models, LLMs, and hands-on AI skills.

18 resources across articles, guides, workshops, and videos. · Last updated Mon, Jun 22, 2026 · 3:00 PM GMT+5:30
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A practical roadmap from LLM fundamentals to portfolio projects - for CS and non-CS engineers who want intuition that survives interviews and real builds.
A long-form guide for PMs - build AI literacy, evaluate tools honestly, and ship MVPs without drowning in hype or jargon.
Loading image: Detecting and Reducing Hallucinations - Verlin Labs article cover image…Practical verification patterns for students, builders, and teams shipping AI features.
Loading image: Context Window Playbook - Verlin Labs guide cover image…Fit more signal into finite context - summarisation, routing, and compression tactics.
Loading image: Build an MVP with AI Coding Tools - Verlin Labs workshop cover image…A practical workshop-style path from idea to deployed prototype using modern AI assistants.
Loading image: Fine-Tuning vs Prompting: A Decision Guide - Verlin Labs article cover image…When extra training beats better prompts - and when it wastes time and budget.
Loading image: AI Ethics for Students - Verlin Labs article cover image…Honest use, citation habits, and digital citizenship when AI is in every classroom.
Loading image: AI Product Discovery Playbook - Verlin Labs guide cover image…How PMs validate AI features before engineering sprints - jobs, risks, and MVP cuts.
Showing 8 of 18
The Verlin Labs library is a searchable collection of clarity-first AI articles, workshops, and explainers. Topics include how to learn AI for product management, LLM fundamentals for engineers, safe AI tool use for school students, RAG and retrieval patterns, prompt design, career roadmaps, and practical workflows you can apply the same week you read them.
Filter by audience (students, engineers, product managers), difficulty level, and format. Every article is written to stand alone - useful for Google search, classroom prep, interview study, or team reading groups - and links to related mental models, programs, and free session booking when you want live depth.
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