Anticipatory Governance and the Digital Duty of Care: Australia's Experiment in Proactive Platform Regulation.

Traditional common-law tort and statutory frameworks for online harm operate reactively, retrospectively addressing harm rather than preventing it. Australia's proposed Digital Duty of Care (DDOC) regime is a deliberate departure, requiring large platforms to prospectively identify, assess, and mitigate systemic risks rather than respond to individual complaints. Grounded in an independent statutory review, it is furure-oriented, shifting the legal onus from individuals to global digital platforms, given power and information asymmetries. This paper examines the DDOC as a case study in regulatory futurism: an attempt to legislate for global harms that have not yet crystallised.

Drawing on comparative analysis with the UK Online Safety Act and the EU Digital Services Act, the paper explores three questions central to legal futures methodology. Firstly, what DDOC mechanisms anticipate emerging categories of online harm? How do these differ from existing reactive, definitional approaches to content regulation? The duty of care requires platforms to take "reasonable steps" to prevent "foreseeable harms" through continuous risk assessment and mitigation rather than a "set and forget" compliance model. Unlike complaint-driven takedown schemes, DDOC applies across all areas of a service (including design, operation, algorithmic systems, content moderation, and data practices), reflecting principles of "safety by design" embedded in the UK and EU models.

Second, what institutional structures are deployed to test regulatory solutions before general application? The paper situates Australia's approach within the broader landscape of anticipatory governance tools identified by the OECD's 2024 Framework for Anticipatory Governance of Emerging Technologies: strategic intelligence, agile regulation, and stakeholder engagement. It examines how regulatory sandboxes (ie controlled environments where firms test innovations with temporary waivers), complement systems-based duties by allowing regulators to learn from experimentation while protecting consumers. Australia's phased implementation embodies this iterative forward-looking approach.

Third, how does the DDOC balance flexibility and legal certainty when governing technologies whose risks cannot initially be fully predicted? The paper draws on proactive law theory, a legal approach emphasising value creation and collaborative problem-solving over reactive risk mitigation, to analyse the duty's shift from ex post liability to ex ante responsibility. Unlike preventive law's focus on avoiding litigation, proactive law prioritises achieving desired outcomes through future-oriented instruments. In platform regulation, this means embedding safety considerations throughout innovation lifecycles rather than as post-deployment compliance burdens.

The analysis identifies both the promise and the limitations of anticipatory platform governance. The proactive, systems-based model avoids the "whack-a-mole" problem of content-specific regulation. It aligns with international harmonisation efforts. However, the framework also transfers significant normative discretion to global platforms and regulators, raising questions about accountability and democratic legitimacy. Early EU implementation challenges (including opaque risk assessments and insufficient data for external oversight) demonstrate gaps between anticipatory theory and regulatory practice.

The paper proposes evaluative criteria for anticipatory legislation in technology governance. Australia's DDOC offers a template for embedding foresight into technology regulation, provided implementation includes meaningful oversight, stakeholder participation, and mechanisms for regulatory learning. Success requires sustained institutional capacity to monitor, assess, and respond to emerging risks, distinguishing anticipatory governance from aspirational rhetoric.