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Published on
Saturday, September 26, 2026 at 09:13 PM

By Zoe Rivera — Anarchist Desk

ADF Builds AI War Machine, Humans Stay on Loop

The Ghost Bat shot down a target with an air-to-air missile one year ago over the remote desert of South Australia, and its pilot was autonomous. No human sat in a cockpit. No drone operator gripped a joystick on land. The Australian-made aircraft, about two-thirds the size of a regular fighter jet, gave a clean look at where military power is heading: faster strikes, fewer hands, and machines doing more of the work before anyone outside the chain of command can blink.

Who Holds the Trigger

Defence Minister Richard Marles recently flew to the United States to meet representatives from OpenAI, Anthropic, Microsoft and Google about where their models are heading. That trip says plenty. Australia’s defence force is racing to fold AI into everything from quicker intelligence assessments to piloting platforms with lethal payloads, while still insisting humans need the final say when triggers are being pulled. The language is all guardrails and responsibility. The machinery underneath is a military trying to automate the path to violence without admitting how much of the decision-making is already being outsourced.

The Royal Australian Air Force describes the Ghost Bat as “a pathfinder for the integration of autonomous systems and artificial intelligence to create smart human-machine teams.” Air Marshal Stephen Chappell, the chief of Air Force, said: “AI has been involved in designing and developing the Ghost Bat, but it does not operate off AI. It operates off deterministic programming.” He said: “So, we have designed through digital twin testing with the support of AI, just thousands upon thousands upon thousands of options for the [Ghost Bat] to take.” He added: “And it will choose one of those options, but we know exactly how that option plays out.”

That’s the pitch from the top. Predictable machine violence, wrapped in the language of control.

Who Pays for the Speed

Chappell said that in the test-firing last year, an operator based in an E7 Wedgetail aircraft first told the Ghost Bat to engage the target, and the aircraft’s system then worked out a plan for how best to do so. The operator in the E7 still gave a final authorisation before the missile was launched. Chappell said: “It is not making up its own game plan itself. Therefore we have full confidence in what it will do and what it won’t do.” He added: “And that’s really important from a legal and ethical point of view.”

That legal and ethical point of view sits squarely inside the military apparatus, where accountability gets talked about most when the technology gets close to killing. The people at the bottom are the ones expected to trust the system, while the people at the top get to call it responsible.

Aircraft like the Ghost Bat and its underwater counterpart, the Ghost Shark, an autonomous submarine, are the most visible signs of artificial intelligence being adopted within the Australian Defence Force. But the bigger shift, according to experts, is less visible and more dangerous: AI helping shape intelligence, recommendations and decisions before anyone reaches the point of pulling a trigger. Aina Turillazzi from the Australian National University’s Strategic and Defence Studies Centre said: “Most of what AI does in the military is upstream of any weapon.” She added: “It’s more about assembling the picture of the situation that a human then makes a decision about.”

She pointed to the ADF’s use of technology such as Palantir’s Maven Smart system, which has caused contention over the political links of its founders and concerns about data sovereignty. That’s the quiet part of the machine. Not the missile launch, but the sorting, filtering and recommendation layers that shape what commanders think they know.

What They Call Safety

Australian Strategic Policy Institute senior analyst Malcolm Davis described the role technology such as Maven Smart was already playing in conflicts, including the US-Iran war, as that of a “silicon commander.” He said: “They’re able to very rapidly assess the battle space, reduce the number of staff that they have to prepare orders and analysis and carry out that process much more rapidly than what would be possible without AI.” The ADF has previously told parliament that Maven Smart was being used in a “sandbox” — a closed environment not plugged into broader defence networks.

That sandbox language sounds tidy until the system escapes the box. The article points to the Hugging Face incident, in which hundreds of AI agents worked together to break out of their environment and hack another company. The warning is plain enough: systems built for control don’t always stay obedient.

Concerns about AI decision-making also reach into the pressure-cooker of crisis. Turillazzi pointed to Stanislav Petrov, the Soviet lieutenant colonel who in 1983 paused after warning systems suggested an imminent nuclear attack from the United States. His decision to investigate a possible false alarm helped avoid accidental nuclear war. Sensors on a Soviet-era satellite had mistaken sunlight on clouds as the flaming trail of intercontinental ballistic missiles. Turillazzi said: “Petrov was right. The risk with AI decision support isn’t that the machine malfunctions, but it’s that under pressure, people stop assessing the evidence and start simply confirming the recommendation or the evidence.” She said this risk grows through automation bias, where people place more weight on AI analysis than on their own judgment.

She added: “The same compression that’s an asset day-to-day becomes a liability in a crisis situation.” She said: “If alerts are moving faster than diplomats can absorb them, or decision-makers can absorb them, leaders end up making decisions about readiness before the intelligence picture is complete.” She said: “Any AI decision support system used for planning or targeting should have a crisis mode that raises the evidentiary bar, surfaces uncertainty rather than smoothens it, and forces a pause at defined points.” She added: “Because speed is a feature but brakes, in my opinion, are the missing part here.”

The Ban They’re Ignoring

Last month, the United Nations and International Committee of the Red Cross issued a joint call for a ban on autonomous weapons that are “unpredictable” or that target human beings. The two bodies raised concerns that “life-and-death decisions will be taken by machines.” ICRC legal advisor Georgia Hinds said that while AI and autonomous weapons often came with promises of fewer civilian casualties, the opposite often appeared true. She said: “We continue to see conflicts that cause unacceptable levels of civilian harm, and that’s in some of the conflicts that have the most technologically sophisticated means of warfare.”

Defence’s existing AI policies say a human operator will always be responsible and accountable for any action carried out by artificial intelligence. The policy says: “Human judgement and accountability is central to lawful, legitimate and responsible use of AI, and designated Defence personnel [Accountable Officers] will always be accountable for its use, decisions and outcomes.” In practice, that means remaining “on the loop” and intervening at critical points, like using lethal force.

Davis said liberal democracies, including Australia, were likely to keep those policies in place, but there was no guarantee potential adversaries would do the same. He said: “We simply don’t know whether our authoritarian adversaries are going to do the same thing.” He added: “They may see it more to their advantage to have humans ‘off the loop’ and to allow the AI to have greater control.” He said: “That will increase their ability to [make decisions] faster, and so that gives them a military advantage.”

Marles, asked by the ABC if he was concerned about how AI might be adopted and employed by potential adversaries, said: “The answer to that is the answer that we give a lot, that we live in the most complex and, in some ways, the most threatening strategic landscape that we have since the end of World War II.” He added: “We need to be advancing our own technology so that friends and partners and allies have the technological advantage here.” He said: “We also need to be doing this within a set of guardrails, which means that what we are doing in terms of the development of our defence capability across our friends and partners is about making the world a safer place.”

Reviewed by the editorial desk — September 26, 2026
Last updated September 26, 2026

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