Implement Three Research Coding Tasks

Company: OpenAI

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: HR Screen

Quick Answer: This multi-part question evaluates skills in differentiable linear algebra and automatic differentiation safety, memory- and buffer-aware numerical implementation, combinatorial sequence balancing and greedy algorithm design, and numerically stable streaming probability/entropy computation.