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Originally published on Built In (Canonical Source)

Syndicated research work authored by Richard Ewing.

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Interview Strategy & Preparation2024-07-28

Is Anthropic’s "Cheating" Scandal the End of the Coding Interview?

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Written by Richard Ewing

Founder & CEO at CareerWin AI LLC • Sourced from Built In

1. The Failure of LeetCode Memorization

With LLMs solving standard LeetCode Hard problems in seconds, traditional algorithmic interview questions no longer evaluate engineering capability. Top engineering organizations are shifting to the Audit Interview.

2. What the Audit Interview Tests

In an Audit Interview, candidates are given a complex, buggy codebase generated by AI and evaluated on how fast they isolate subtle state drift, concurrency deadlocks, and edge-case security vulnerabilities.

🎯 CareerWin Takeaway & Application

Prepare for modern technical interviews by demonstrating code auditing velocity and error detection rather than memorized algorithm syntax.