Fresh Thinking for Forward Movers

Position paper, version 1.0 Abstract Artificial intelligence research has organised itself around two frontiers of understanding: the symbolic world of language and information, and the physical world of objects, causality and embodiment. This paper argues for a third. Organised human systems, the firms and institutions through which almost all consequential human activity is conducted, constitute a distinct and unexamined form of intelligence. They perceive, remember, learn,

Enterprises are among humanity's most complex forms of intelligence. How do we build systems that understand them? The question is often received as a philosophical one. However it is also an engineering one. Three maxims were carved into the forecourt of the Temple of Apollo at Delphi, where Greek citizens, generals and entire city-states came to consult the oracle before going to war, founding a colony, or committing to anything. The first was two words: know thyself. Wheth

There is a pattern emerging in Australia that is hard to ignore when you step away from the headlines and look at where value is actually being created. Businesses are watching policy, watching demand, watching capital conditions and making incremental rather than directional moves. The result is an economy that is not uniformly weak or strong. It is increasingly segmented. Which Sectors Are Outperforming in Australia Right Now? Resources, energy, and public infrastructure c

There is a narrative gaining traction in parts of the technology world, and it goes something like this: formal education is becoming obsolete, elite universities are little more than expensive signalling devices, and what a person can do inside a high-performance organisation matters far more than any credential they accumulated before walking through the door. It is a position that sounds compelling, particularly when it is articulated by someone sitting at the top of a com

For 30 years the world operated under an assumption of globalisation, open markets, expanding trade, American naval protection, and difficult geopolitical stability. That era as we know it appears to be ending and the emerging reality is increasingly defined by: strategic blocs, resource competition, escalating multi-geopolitical tensions and wars, AI centralisation, industrial reshoring, re-urbanisation, sovereign self sufficiency and civilisational identity politics. If geo

There is a growing cultural tension around wealth, and much of it stems from a fundamental misunderstanding of how wealth is actually created, preserved and transferred across generations. In public discourse, the assumption is often that those who build significant financial resources, whether through small businesses, investment portfolios or large enterprises, are driven purely by a desire to accumulate. In reality, the picture is considerably more nuanced, and considerabl

Sovereign Debt and What It Means for Business Across Ten Economies When a government borrows, it is making a promise on behalf of everyone who lives, works and invests within its borders, a promise that must eventually be honoured through taxation, growth, inflation, or some uncomfortable combination of all three. The global stock of central government bond debt reached sixty-one trillion US dollars in 2025, its highest level on record, and the trajectory shows no sign of rev

Most organisations think they're making technology decisions. They're actually making decisions about who controls how they think, operate, and compete. That distinction matters more than most leadership teams currently realise. The Shift Nobody Is Naming Correctly There is a significant change underway in how artificial intelligence is being adopted inside enterprises. Most organisations are interpreting it as a technology shift, a new wave of tools to evaluate, procure, and

Australia sits on one of the world's most extraordinary collections of natural wealth. The question is whether it's managing that wealth or slowly trading it away. A Nation of Abundance With a Growing Blind Spot Few countries on earth are positioned the way Australia is. Rich in coal, iron ore, uranium, lithium, rare earth minerals, liquefied natural gas, gold, and agricultural output, Australia is not just resource-wealthy by regional standards, it is resource-wealthy by any

The mainstream narrative is straightforward: petrol is dying, EVs are the future, and any company not moving fast toward electrification is falling behind. It's a compelling story. It's also an incomplete one. Some of the smartest, most strategically disciplined companies in the world are quietly betting that the future of transport will not be decided by batteries alone. And their reasoning deserves a serious look. The EV Story Nobody's Telling Electric vehicles reduce tailp

When Volkswagen announced plans to restructure 30,000 roles by 2030, the coverage focused almost entirely on the cuts. What received far less attention was the other side of that decision, the significant investment in new capabilities, new skills, and a fundamentally different kind of organisation built for the electric vehicle era. That framing matters. Because the companies navigating this period well aren't simply reducing headcount. They're making deliberate choices abou

Australia's venture capital market recorded A$5.1 billion in funding in 2025. On the surface, that is a number worth celebrating. It signals confidence, momentum, and a maturing startup ecosystem. But headline numbers can obscure what is actually happening underneath them. The composition of that capital ,where it is going, what it is backing, and what assumptions it is making, tells a more complicated and more important story. A significant share of that investment has flowe