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March 24, 2023: The war in Ukraine is seen as the model for future wars. It is a conflict between major powers (Russia versus NATO backed Ukraine). Both sides have access to modern weapons and military technology. From the beginning Ukraine was seen as the underdog, outnumbered and outmatched by superior Russian forces. The Ukrainians were determined, tenacious and resourceful and that’s how Ukraine defeated the initial Russian attack and soon began fighting back and driving the Russians out of occupied Ukrainian territory.
The Ukrainians were more resourceful in dealing with their Orc problems, relying a lot on innovation and technology to kill lots of orcs while keeping Ukrainian casualties down. Ukraine contained a lot of software developers and inventive people in general. This quickly led to all sorts of innovations, often involving locally developed software and weapons or aircraft. Ukraine built its own UAVs and equipped them with novel sensors and fire control systems.
The latest development involves working with NATO nations to develop a data collection and analysis system that will enable Ukraine to accurately predict where the Russians will attack next and act accordingly. This is actually nothing new as similar systems were used nearly two decades ago in Iran and Afghanistan by American forces to successfully predict where roadside bombs were and the location of those manufacturing and placing these bombs. The new system is based on the work done since the 1990s by Palantir, one of the pioneers in this field, especially the use of Predictive Analysis. This is a system that uses known data on the enemy to develop estimates of what they will do next. This sort of thing has been around for a long time and became more useful as more data became available and new software allowed that data to be analyzed and acted on in real time. Now such systems can not only predict but also show what the enemy is doing right now and recently. NATO is participating because they have the financial resources to get this done quickly and Ukraine is in the midst of a war where the new system can be tested realistically.