Match AI models to workloads, not leaderboards

The AI industry's focus on leaderboard rankings is shifting as enterprises realize that choosing the right model for specific workloads, considering cost, governance, and control, is more critical. Open-weight models offer control and data residency but require infrastructure. The Hugging Face security incident highlighted the need for self-hosted models in sensitive tasks like forensics.