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Artificial Intelligence: A Classical Liberal Approach

Artificial Intelligence: A Classical Liberal Approach book cover

Coming soon: the hardback will be published by Palgrave Macmillan on 28 October 2026.

Palgrave Studies in Classical Liberalism. ISBN 978-3-032-22309-8.

This book presents a classical liberal perspective on the governance and economic implications of artificial intelligence. As generative AI transforms industries and institutions, it reframes debates over safety, regulation, labour and autonomy through classical liberal economic and political philosophy.

Drawing on Austrian economics, liberal growth theory and institutional economics, the book examines neural networks as emergent orders and AI agents as capital goods. It considers interpretability, the future of work, open-source commons and the calculation debate, and develops polycentric approaches to AI safety and rights protection grounded in pluralism, contestability and due process.

Read more and order from Palgrave Macmillan.

How to Do Research With AI: An Austrian Capital Theory Approach

Author: Chris Berg
Journal: Australian Economic Papers, vol. 65 (2026), pp. 340–348
Available at: Wiley Online Library
Cite: Berg, C. (2026), “How to Do Research With AI: An Austrian Capital Theory Approach”, Australian Economic Papers, 65, 340–348.

Abstract: Scholarly outputs are the final goods of a heterogeneous, multi-stage, temporally extended production process. Austrian capital theory provides a way to analyse how artificial intelligence changes that process. This paper conceptualises large language models and related tools as a portfolio of capital goods whose productive role depends on how researchers, as entrepreneurs, specify and integrate them into a plan. AI adoption deepens and rearranges the capital structure of research. Because complementarity is plan-relative, the effects are intrinsically heterogeneous across researchers and fields, concentrating benefits where AI fills holes in an existing workflow and where complementary human capital is strongest. The framework yields implications for coauthorship incentives, writing quality as a screening signal, and the adjustment of evaluation and peer-review institutions.

Submission to the Senate Inquiry into Artificial Intelligence and Data Centres

With Darcy W.E. Allen.

Submission to the Senate Environment and Communications References Committee inquiry into artificial intelligence and data centres.

Summary: Australian policymakers want artificial-intelligence sovereignty, data sovereignty and domestic compute capacity. These goals require data centres. Treating data centres as a novel feature of the AI industry invites poor regulation: they are general-purpose industrial infrastructure supporting banking, government records, health systems, logistics, streaming and AI workloads. Directing moral panic about AI at this visible and immobile infrastructure risks entrenching incumbents, inviting rent seeking and weakening the sovereign compute capacity policymakers seek to build.

Available in PDF here.

Dynamic Capabilities and the Knowledge Problem of Ex Ante Platform Regulation

With Darcy W.E. Allen. Available at SSRN.

Abstract: Ex ante digital-platform competition regimes designate specific firms as platforms and attach conduct obligations to them as a class. We locate the fundamental error one level deeper than existing critiques. Platforms are ongoing processes of capital recomposition whose apparent durability is produced by the capability activity that sustains them. We give dynamic-capabilities theory Austrian microfoundations: sensing is Kirznerian alertness, seizing is Knight-Mises judgment under genuine uncertainty, and reconfiguring is Lachmannian recomposition of heterogeneous capital. Each generates a distinct impossibility for the ex ante regulator. The designation form mistakes legal continuity and observed market position for stability in the economic object being governed.

General-purpose Computing Causes Regulatory Object Instability

Available at SSRN.

Abstract: Regulation is imposed on regulatory objects: persons, firms, transactions, products, services, infrastructures, duties, relationships and prohibited acts to which obligations and liabilities can attach. This paper argues that general-purpose computation creates a distinctive problem of regulatory-object construction and a hard limit on object-specific regulation of computable capabilities. Because computable capabilities can be copied, modified, self-hosted, forked and reimplemented across general-purpose infrastructure, the same regulated function can move between regulatory objects. The paper develops a predictive theory of regulatory-object stability: the regulable substrate of any activity is its non-computable fraction. For activities expressible in computational form, targeting the non-substitutable substrate is impossible without being overbroad.

The Economics of Blockchain Shared Security

With Darcy W.E. Allen and Sinclair Davidson. Published in Melanie Swan, Shin’ichiro Matsuo, Frank Witte and Yasushi Takagi (eds), Cryptoeconomic Theory, World Scientific, 2026, pp. 35–51.

Abstract: Blockchain networks must decide whether to produce their own security or purchase it from other networks, presenting a classic make-or-buy decision in institutional economics. This chapter develops a framework for analysing shared-security arrangements using transaction-cost economics and early empirical evidence. It examines how asset specificity, uncertainty and opportunism shape governance structures in shared-security provision. Successful security sharing requires institutional mechanisms that manage adaptation while protecting relationship-specific investments. The chapter proposes governance solutions for mitigating contracting hazards in shared-security arrangements.

Available at World Scientific.

Rent Seeking as a Response to Multisided Market Collapse: The Case of Australia’s News Media Bargaining Regime

With Darcy W.E. Allen. Available at SSRN.

Abstract: This paper develops a public-choice theory of firm response to multi-sided market collapse and illustrates it through Australia’s news media bargaining regime. When one side of a multi-sided market is unbundled, disintermediated or competed away, the shock can propagate across the platform’s entire business model. This creates an incentive for incumbent firms to reconstruct lost market sides politically by compelling adjacent firms to become substitute funders. Australia’s evolving news media bargaining regime illustrates this mechanism. Because adjacency is a political construction rather than an economic relationship, the regime is unstable: as targeted firms respond, the basis on which they are made to pay must be rebuilt on different grounds.

The AI Paperclip Maximiser as Constitutional Political Economy

With Darcy W.E. Allen. Available at SSRN.

Abstract: The AI “paperclip maximiser” parable describes a superintelligent agent whose faithful pursuit of a single objective becomes catastrophic. Standard economic analysis frames this as a principal-agent or incomplete-contracting problem. We argue that the AI paperclip maximiser is better understood as a problem of multiple agents coordinating under uncertainty and under sets of rules: a problem of constitutional political economy. The relevant knowledge is dispersed, tacit and generated through parallel experimentation by multiple sovereign agents. The instrumental-convergence thesis must therefore be extended with two additional drives: tolerance of multipolarity and constitutional cooperation. Resources spent on predation and defence impede the maximiser’s terminal goal, making constitutional rules beneficial even to a dominant AI agent.

Productivity in a Time of Rapid Technological Change

With Darcy W.E. Allen.

Submission to the Senate Select Committee on Productivity in Australia.

Summary: Australia is in the early stages of a technological and institutional transition centred on artificial intelligence and encompassing distributed ledgers, advanced communications and the internet of things. This creates an opportunity to reverse decades of slowing productivity growth. Yet Australia’s regulatory environment is poorly configured for the transition. Without deliberate institutional adaptation, the gains from frontier technologies will be suppressed, delayed or captured by incumbent interests. The productivity agenda for the coming decades should be understood primarily as a technology and institutional reform agenda.

Available in PDF here.

Payments and Competition in a Digital Economy

With Darcy W.E. Allen.

Submission to the House of Representatives Inquiry into Schemes, Digital Wallets and Innovation in the Payments Sector.

Summary: This submission examines competition in payments through a dynamic, institutional lens. Rather than treating payment systems as static markets to be optimised through fee controls or scheme regulation, we argue that payments infrastructure shapes entry, experimentation and economic coordination over time. Digital wallets, stablecoins and machine-mediated exchange enable new institutional forms that compete by expanding economic capabilities. Interchange fees are best understood as governance mechanisms within complex payment networks rather than simple monopoly rents. Ex ante controls risk entrenching incumbent systems and foreclosing institutional experimentation.

Available in PDF here.