Longreads has an excellent article on the psychology of drone warfare that looks at this particularly modern form of air-to-ground combat from many, thought-provoking angles.
These include the effect of humanless warfare, how suicide bombers are being dronified, how reducing the risk to soldiers might make civilians a more inviting target, whether remote-drone-pilot PTSD is convenient myth, and most interesting, the reliance of ‘Pattern-of-Life Analysis’ on which to base strikes.
Apart from these “personal strikes,” there are also “signature strikes,” here meaning strikes authorized on the basis of traces, indications, or defining characteristics. Such strikes target individuals whose identity remains unknown but whose behavior suggests, signals, or signs membership in a “terrorist organization.”
In such cases, the strike is made “without knowing the precise identity of the individuals targeted.” It depends solely on their behavior, which, seen from the sky, appears to “correspond to a ‘signature’ of pre-identified behavior that the United States links to militant activity.” Today, strikes of this type, against unknown suspects, appear to constitute the majority of cases…
An analysis of the pattern of a person’s life may be defined more precisely as “the fusion of link analysis and a geospatial analysis.” For some idea of what is involved here, imagine a superimposition, on a single map, of Facebook, Google Maps, and an Outlook calendar. This would be a fusion of social, spatial, and temporal particulars, a mixed mapping of the socius, locus, and tempus spheres—in other words, a combination of the three dimensions that, not only in their regularities but also in their discordances, constitute a human life.
This anonymous death by heuristics is also the type of problem that yields well to statistical approaches and, with enough data, machine learning algorithms such as deep learning.
It’s the sort of problem that cloud-based on-tap-AI systems like IBM’s Watson are designed to help with and you can bet your bottom dollar that there’s research going on to use machine learning to identify terrorists from their Pattern-of-Life. The Skynet of fiction will probably become the Skyapp of reality.
The article is remarkably wide-ranging and genuinely thought-provoking for a subject where much has already been written. Recommended.
Link to ‘Theorizing the Drone’.