Author
Simran Dhawan Simran Dhawan

Simran Dhawan

How to Build an AI Fluency Program That Works

Most AI fluency programs track completions, not capability. Learn how to build one across three skill layers that changes how people actually work.

Training Metrics to Skills Metrics: L&D Transition Guide

Replace completions and enrollments with skills metrics that hold up to CFO scrutiny. A step-by-step transition guide for L&D teams at enterprise scale.

AI-Proof Technical Screening: A Practical Guide

Traditional screens break when candidates use ChatGPT or proxies. Learn rubric design, debugging questions, and identity verification that still produce reliable signal.

Technical screening in 2026: 5 broken practices

Resume filters, unproctored take-homes, and LeetCode screens have lost their signal to AI. Here are 5 practices that no longer work — and what replaces each.
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