TrueRun.AI

About

TrueRunAI: AI data company delivering high-rigor synthetic preference datasets for advanced LLM reasoning.

Core Focus: Data-efficient DPO pairs with structural escalation for maximum depth and formality, eliminating gloss/decay without use of filtering or regeneration.

Initial Product: 1,200-pair synthetic set achieving +3.2% mean lift on GPQA Diamond (36.53% vs baseline 33.33%, low variance ±0.58% across 3 seeds) on Qwen2.5-7B-Instruct.

Targeted Gains:

• Quantum mechanics subset: +16.02% mean lift (51.92%)
• Neuroscience/BCI transfer: +15.79% mean lift (52.63%)

All datasets include full reproducibility (scripts, seeds, logs) for research and commercial fine-tuning.

TrueRunAI LLC | truerun.ai | @TrueRunAI on X