AI BEAVERS

#ai talent

3 articles

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
Evidence based hiring checklist
AI-Native Talent Screening

Evidence based hiring checklist

Use evidence based hiring to shortlist better candidates with work samples, AI portfolios, and artifact review instead of CV guesswork.

10 min read8 May 2026