專業化勝過規模：大多數 AI 採購決策忽略的關鍵戰略變數

In the current wave of enterprise AI adoption, most decision-makers fall into the "scale myth" when making AI procurement decisions — the belief that the largest, most general-purpose frontier models are always the best choice. However, a column piece co-published by Hugging Face argues that a critically overlooked strategic variable is "specialization." In real-world business application scenarios, specialized models fine-tuned for specific tasks can utterly outperform general large models pursued for their sheer scale, both in performance and return on investment (ROI).