Airtree Invests $5 Million in Adelaide AI Startup Metacognition
Airtree has injected $5 million into Adelaide-based artificial intelligence robotics startup Metacognition, extending the company’s pre-seed funding round to $15m just a month after an initial 10m raise, Startup Daily reported. The early-stage AI firm was founded earlier this year by professors Anton van den Hengel, Stephen Gould, and Dr. Paul Dalby. The fresh capital arrives as venture capital co-founder Craig Blair warns that Australia risks losing the economic benefits of AI if it relies solely on technology developed overseas.
Venture Capital Warnings on Domestic AI Sovereignty
Craig Blair, co-founder of venture capital firm Airtree, argued that the country cannot afford to simply act as a host for foreign models.
“If all we do is keep the lights on for models trained elsewhere, the value walks out the door with the tenants,” Blair said. “We don’t need to win everything, but we do need to be in the game, which means backing the people building the missing pieces. Anton and Steve are leading one of the world’s best research teams, tackling some of the hardest unsolved problems in AI right here in Adelaide.”
Supporting this investment thesis, modelling from the Australian Academy of Technological Science and Engineering indicates that targeted public co-investment in AI enablers could help mobilize between $27 billion and $49 billion in new private capital.
Technical Architecture and Navigation Benchmarks
Metacognition is developing software designed to make AI agents and autonomous robots reliable enough to operate in high-stakes environments where failures carry real-world consequences. The startup’s core projects include an operating system named Zeos, alongside specialized navigation models, reasoning mechanisms, and memory tools. These systems aim to allow machines to retain multi-step instructions, handle emergency responses safely, and refine their performance over days and weeks.
The firm initially focused on industrial automation, constructing complex simulations that allow human operators to manage open-cut mines or electrical grids using verbal commands. Alongside the new funding announcement, Metacognition released NavGPT-3, developed in collaboration with external research partners. The company stated that NavGPT-3 establishes a new performance benchmark for robots moving through physical spaces by following spoken directions.
Anton van den Hengel noted that contemporary artificial intelligence systems remain largely constrained to controlled tasks where human oversight is constant.
“If agents and robots are to be our trusted co-workers, they need to be able to have the flexibility to talk in natural language and carry out tasks without surprising us,” van den Hengel said.
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