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2 changes: 1 addition & 1 deletion _posts/2026-02-14-negative-optimization.md
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---
layout: distill
title: LLM Defeated in Open-ended Problems
title: The Reverse Optimization Trap - LLM Defeated in Open-ended Problems
description: "Modern LLMs claim superhuman algorithmic abilities, but what happens when there is no strict verifier? We analyze how multi-turn 'optimization' in Frontier-CS exposes the cognitive ceiling and catastrophic failures of AI in open-ended problem solving."

date: 2026-02-26
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