Quant funds face a real headache: Large language models burn through budgets, lag on execution speed, and refuse to play nice with existing trading infrastructure.

Now there's a workaround—AI model distillation lets you compress those bloated models into lean versions that actually run in production. Think faster alpha signal generation and real-time risk forecasting without the compute nightmare.

Smaller doesn't mean dumber here. It means deployable.