Two by Two Two by Two

Agents changed everything about hiring except the outcome

Jun 18, 2026 · 1h 14m

Summary

Host Praveen Gopal Krishna debates the AI hiring arms race with Akash Dharmadikari of RealFast and Somil Tripathi of Grapevine. Akash argues for using agent logs to evaluate candidate judgment, while Somil promotes tools that help applicants target specific roles. The discussion contrasts these "arranged marriage" approaches against Praveen’s preference for organic, high-signal connections.

Topics discussed

Introduction: The AI hiring arms race Guest Intro: Akash Dharmadikari and RealFast Guest Intro: Somil Tripathi, Grapevine, and Tal RealFast's agentic hiring process explained The problem of noise and intent in job applications Debate: Speed vs. Fit and the arranged marriage analogy Evaluating AI logs and the 'unvarnished human book' Tal and Round One: AI interviews and screening Metrics, conversion rates, and anti-cheat measures Critique: The Last Technical Interview and internships Future outlook: Agents, human judgment, and conclusion
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