Optimize inversion for O(1) space

Last updated: September 13, 2025

Quick Overview

Find an efficient solution for traversal given the without recursion constraint.

OpenAI
Coding & Algorithms
Machine Learning Engineer
OpenAI
September 13, 2025
Machine Learning Engineer
Phone Screen
Coding & Algorithms
Easy

339

5

3,206 solved


Find an efficient solution for traversal given the without recursion constraint.

OpenAI uses this problem in the Phone Screen to evaluate your algorithmic thinking. They expect you to discuss multiple approaches, analyze trade-offs between them, and implement the optimal solution with clean, readable code.

What the Interviewer Expects
  • Identify the correct data structure and algorithm for the problem
  • Write clean, bug-free code with proper variable naming
  • Analyze time and space complexity correctly
  • Handle basic edge cases (empty input, single element)
  • Communicate your thought process while coding
Key Topics to Cover
Binary search and divide and conquer
Graph algorithms and traversal
Sorting and searching
Tree structures and recursion
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • What happens if the input contains duplicates?
  • How would you modify your solution to handle streaming input?
  • Can you solve this iteratively instead of recursively (or vice versa)?
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