German military plows millions into AI 'environment' for weapons tests that could change combat forever


Germany has invested heavily into what officials say will help them find the future of combat through an artificial intelligence (AI) virtual training area some have dubbed a military “metaverse.”

“We compete with the big ones in the industry,” GhostPlay project manager Gary Schaal, a professor at Helmut Schmidt University in Hamburg, wrote in a press release. “Our [Unique Selling Point]: agility and the ability to quickly show results.”

Developer 21strategies pulled together a mix of start-ups and defense academics to create the virtual battlefield GhostPlay, which allows developers to test out different weapons and systems inside a risk-free environment.

The German Defense Ministry funded the project as part of a 500 million euros ($540 million) COVID-19 spending package that intended to help revive the country’s high-tech defense sector, Defense News reported.

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Germany military

German soldiers are shown during a training exercise near Munster, Germany, on Sept. 28, 2018. (Alexander Koerner / Getty Images)

The GhostPlay website describes the platform as a “simulation environment AI-based decision-making at machine speed.”

“Novel, superior courses of action can be developed by simulating complex military battle scenarios,” the company wrote. “As a result, flexibility and superiority can be achieved at the strategic, tactical and operational levels.”

The simulations can create “unpredictable” conditions to improve the thoroughness of testing and depth of preparation for military planning, the developers said.

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German military

A German Puma infantry fighting vehicle is shown during a training exercise in Ostenholz, Germany, on Oct. 17, 2022. (Ronny Hartmann / AFP via Getty Images)

One of the key aspects that sets the program apart rests in the use of “third-wave” algorithms, which 21strategies CEO Yvonne Hofstetter says creates more “human-like” decision-making from the simulated units.

She explained that second-wave algorithms merely optimize or speed up decision-making, but the third-wave will help create new situations and determine novel actions.

The platform also seeks to recreate environments “down to the last leaf,” according to Hofstetter, which GhostPlay achieves through aggregating satellite photos and local databases on everything from housing to vegetation.

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computer simulated combat

This view shows the Federal Ministry of Defense headquarters in Bonn, Germany. (Google Maps)

“There is enough info … kind of scary, really,” Hofstetter said.

The most promising exercise the platform has recently explored looks at how to best optimize swarm tactics, particularly loitering munitions. The Office of Army Development has collaborated with the platform precisely due to its ability to recreate detailed environments in which the munitions would deploy.

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According to a press release from Hensoldt, a multinational company that provides financing to the GhostPlay platform, “In order to optimally enable highly complex defense systems, we need to master artificial intelligence in its entire range … to this end, we develop many AI competencies in-house and supplement them in a very targeted manner.”

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