Speed is nice, but smarts are better. "Machine Learning" is the new buzzword for a way to mathematically deducing future outcomes based on data science and quantitative analysis. That is a grotesque simplifications and there are specific ways of approaching this (Tensorflow/Keras from Google, Torch from Facebook, etc). This could be nanoseconds in the futures, it could be hours, or even weeks / months. And this is the part you're failing to understand by trying to assume (incorrectly) that all HFT is made up of is bid sniping and latency arbitrage (often referred to as front running). It isn't really that privileged access if you yourself can pay any exchange, such as NYSE, for a feed to your house.
TL;DNR: Your understanding of electronic / HFT trading is wrong. If you try to understand it first, you'll realize your statements bear absolutely no basis whatsoever in facts. Facts are that Electronic Trading firms have been using machine learning literally since the invention of machine learning and quantitative analysis to make money. A new firm trying to do this can simply join the club.