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Poetiq develops a self-optimizing reasoning engine that takes a whole-system view, treating LLMs as one component alongside code, prompts, search strategies, and tool use. Their system-level approach achieves state-of-the-art performance without modifying LLM parameters, demonstrating universal improvement across various benchmarks. Poetiq prioritizes transparent and inspectable AI, valuing human-readable improvements through explicit code and prompts over black-box scaling.

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