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Guides, strategies, and insights for AI candidates and the employers who hire them.
How to Pass the AI Fundamentals Quiz: A Complete Guide
Level 1 covers the basics of AI concepts, model types, and use cases. Here's what to study, how the scoring works, and tips from candidates who scored 100%.
Writing a Distinction-Tier Project Submission
AI grading looks at five dimensions. Most candidates lose points on edge-case handling and documentation. Here's how to score top marks on every rubric.
What Employers Actually Look for in AI Candidates
We asked 20 hiring managers what separates a good AI candidate from a great one. Spoiler: it's not the tools they know — it's how they think about workflows.
Prompt Engineering Best Practices for Level 3
Level 3 is where many candidates stall. The quiz tests chain-of-thought prompting, few-shot examples, and system prompt design. Here's a study framework that works.
The Rise of the AI Generalist: Why Breadth Beats Depth in 2026
Employers aren't just looking for specialists anymore. A candidate who can automate marketing, finance, and ops workflows is worth more than a single-tool expert.
How to Use AI Skills Portfolio to Reduce Mis-hires
A Readiness Score above 80 predicts on-the-job performance significantly better than CV screening alone. Here's how three companies restructured their hiring funnel.
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