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 constructed and optimized an inference harness for LiveCodeBench Pro using only Gemini 3. 1 Pro — no fine-tuning, no model internals. The same harness, applied without modification to GPT 5. 5 High, Kimi K2. 6, Gemini 3.

0 Flash, and four other models, improved every one of them. The post Poetiq’s Meta-System Automatically Builds a Model-Agnostic Harness That Improved Every LLM Tested on LiveCodeBench Pro Without Fine-Tuning appeared first on MarkTechPost.