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Designed and executed targeted prompts to induce specific failure modes across four frontier LLMs (GPT-5, Claude Sonnet 4.5, and others). Created a comprehensive multimodal evaluation suite testing edge cases, reasoning failures, and adversarial scenarios.
Created expert-level STEM problems across mathematics, physics, chemistry, and biology requiring multi-step reasoning and domain expertise. All problems verified by PhD contributors with ground truth answers and detailed solution paths.
Developed complex financial reasoning tasks including valuation models, market research scenarios, and investment analysis problems. Created by finance professionals with CFA-level expertise and verified against industry standards.
Built comprehensive coding challenges including algorithmic problems, system design scenarios, and real-world development tasks. Covered multiple programming languages with complete test suites and reference implementations.
Designed multi-step command-line interface tasks testing system-level reasoning. Each task includes Docker environments, reference solutions, and automated test suites challenging frontier models on real-world DevOps scenarios.
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