**The big picture:** HackerRank has launched Chakra, an AI interviewer that evaluates developer candidates by observing their problem-solving process rather than just their final output. **Why it matters:** This shift could fundamentally change how technical skills are assessed, moving beyond traditional coding tests to measure critical thinking and 'AI fluency' in a single, integrated interview. **Between the lines:** - Chakra has conducted over 500,000 interviews in beta, with companies like Snowflake and Capgemini. - It aims to consolidate multiple interview stages (recruiter screen, take-home, engineer interview) into one AI-driven session. - HackerRank reports a 70-80% reduction in suspicious activity flags in Chakra interviews compared to traditional assessments. **Staffing & HR impact:** This technology could streamline technical hiring, potentially reducing time-to-hire and improving assessment accuracy, though HR compliance teams must ensure AI bias audits are conducted. **The bottom line:** AI is increasingly moving from assisting candidates to evaluating them, demanding new strategies for talent assessment and regulatory oversight.