Poetiq Meta-System

A recursive self-improvement AI meta-system that boosts LLM performance across reasoning, retrieval, and coding benchmarks — without fine-tuning or special model access.

A recursive self-improvement AI meta-system that boosts LLM performance across reasoning, retrieval, and coding benchmarks — without fine-tuning or special model access.

• 01Achieves new SOTA on LiveCodeBench Pro, ARC-AGI, and HLE benchmarks
• 02Works with any LLM via standard API — no fine-tuning or model access required
• 03Recursive self-improvement using only hundreds of data points instead of millions