In high-frequency trading (HFT) fraud, a trader uses a latency arbitrage algorithm to front-run orders—not by lying, but by exploiting the microsecond differences in how exchanges process data. Is this theft? It feels like theft, but it looks like code. Similarly, an AI-generated child sexual abuse material (CSAM) may depict no real child, yet it trains on and perpetuates harm.
Criminality’s New Script: From Alleyway to Algorithm Criminality New Script
For a century, criminological theory has relied on a conventional “script” of criminality: physical, predatory, territorially bound, and motivated by material need or social dysfunction. However, the confluence of digital ubiquity, artificial intelligence, and decentralized finance has rendered that script obsolete. This paper proposes a new script for 21st-century criminality, characterized by three paradigm shifts: (1) from physical space to hybrid ontology (crime that is simultaneously digital and physical), (2) from actor to network (distributed, automated, and anonymous offending), and (3) from moral transgression to algorithmic exploitation (crime as a computational logic problem). We argue that understanding this new script requires a synthesis of routine activity theory, actor-network theory, and post-digital criminology. The paper concludes with implications for law enforcement, policy, and prevention, advocating for a proactive, code-based counter-script rather than reactive, spatial policing. In high-frequency trading (HFT) fraud, a trader uses
This paper develops the concept of as a heuristic framework. We argue that three fundamental shifts define this script: spatial hybridity, networked agency, and algorithmic logics. Without internalizing this script, criminology risks irrelevance. 2. Shift One: From Physical to Hybrid Space The old script assumed a dichotomy: crime happens either “online” (cybercrime) or “offline” (conventional crime). The new script collapses this distinction. Criminality now operates in hybrid space —a seamless continuum where digital actions produce physical consequences and physical actions are orchestrated digitally. This paper proposes a new script for 21st-century
We need an algorithmic criminology that studies how code, data structures, and computational incentives create crime opportunities. Crime becomes a failure of system design , not merely a failure of morality.