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Poetiq’s Meta-System Automatically Builds a Model-Agnostic Harness That Improved Every LLM Tested on LiveCodeBench Pro Without Fine-Tuning

Poetiq’s Meta-System Automatically Builds a Model-Agnostic Harness That Improved Every LLM Tested on LiveCodeBench Pro Without Fine-Tuning

Poetiq says its Meta-System automatically built an inference harness for LiveCodeBench Pro using Gemini 3.1 Pro, without fine-tuning or access to model internals. The same harness reportedly improved GPT 5.5 High, Kimi K2.6, Gemini 3.0 Flash, and four other models without modification.

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