Showing posts with label machine intention. Show all posts
Showing posts with label machine intention. Show all posts

Saturday, February 25, 2017

Spoofing, intention and AI


The 2010 Flash Crash wasn't a particularly glorious moment for the finance community. The search for culprits led to Navinder Singh Sarao , who ended up pleading guilty of spoofing (as well as of wire-fraud). As any high-frequency trader will tell you, spoofing, i.e. "placing bids with the intention of canceling them before they are executed", is a felony.

Now, let us consider the scenario sketched in my previous post and consider an AI-agent, let's say a dml-game-theoretic algorithm trained to maximize profits in a competitive environment . Will it spoof? Will it place "bids with the intention of canceling them before they are executed"?

Lawyers take note. AI-forensics is in its infancy (think of the Tesla car crash), but it will grow fast.