Algorithmic Trading as a Science

Machine vs. machines and machine vs human traders.
How to evaluate market impact models and assess performance across algorithms, traders
How to design algo systems to manage algorithmic risk and dark pools from ambush or being crushed by market forces.
How to make algorithmic decisions consistent with trading and investment objectives.