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#candidate assessment

4 articles

The definitive guide to a skills interview for AI roles
AI-Native Talent Screening

The definitive guide to a skills interview for AI roles

A practical guide to a skills interview for AI roles: How to test real AI work, score candidates fairly, and spot genuine hands-on ability.

11 min read6 Oct 2026
How to screen AI builders without relying on polished demos
AI-Native Talent Screening

How to screen AI builders without relying on polished demos

AI builder screening should test how candidates reason through constraints, tradeoffs, and failure modes, not how polished their demo looks.

11 min read3 Oct 2026
The science behind evidence based hiring: Explain why evidence-based hiring is better at separating real builders from people who only talk about AI.
AI-Native Talent Screening

The science behind evidence based hiring: Explain why evidence-based hiring is better at separating real builders from people who only talk about AI.

Evidence-based hiring separates real AI builders from polished talkers by testing actual behavior, proof of work, and hands-on capability.

10 min read21 Sept 2026
AI hiring shortlist 101: How to rank candidates who have actually built with AI
AI-Native Talent Screening

AI hiring shortlist 101: How to rank candidates who have actually built with AI

Build an AI hiring shortlist that ranks real evidence, not fluency. Use shipped work, scenario tests, and interviews to spot proven builders.

12 min read10 Jul 2026