Automated workflow generation and iterative prompt refinement let a standard GPT-4.1 model outperform state-of-the-art reasoning models on a revised riddle benchmark.
The illusion of thinking: Understanding the strengths and limitations of reasoning models via the lens of problem complexity,
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Adaptive Multi-Agent Reasoning via Automated Workflow Generation
Automated workflow generation and iterative prompt refinement let a standard GPT-4.1 model outperform state-of-the-art reasoning models on a revised riddle benchmark.