💼 AI Training Based on Expert Knowledge
Researchers have presented a method for training models based on expert judgment for financial tasks. Utilizing Qwen3-235B allowed for achieving 84.7% accuracy while reducing inference costs by 13.8 times.
🌍 This case proves the effectiveness of transitioning to "differentiated intelligence" — highly specialized and inexpensive systems trained on expert labeling.
👤 For businesses, this is a signal: custom models for analytics and compliance will become more efficient and cheaper than using general-purpose GPT or Claude.
Source 1: https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/