Andy Burnham is hiring a small batch of senior advisers to fill a No 10 policy unit that remains conspicuously understaffed since Keir Starmer's departure. The roles — covering AI, public control of essential services, economic strategy, Scotland, welfare, and cross-border crime — read like a diagnostic scan of the government's most exposed flanks. The most revealing appointment is the AI adviser, who will need "deep expertise" in frontier models, workforce disruption, and public service transformation. The AI role is oriented toward defence, not offence. The adviser's primary brief is preparing for the impact of automation on lower-level professional services jobs, particularly among new graduates. Several cabinet ministers, including Ed Miliband, have publicly flagged AI's "daunting" dangers. The framing is protective — managing displacement — rather than building new productive capacity. This is a government bracing for a shock, not engineering an opportunity. The utilities adviser carries an equally telling brief: developing policy on "greater public control over everyday essentials" across transport, energy, housing, water, and environment, with an explicit cost-of-living focus. The job advert's demand for someone who can "bring challenge and external perspectives" is a polite way of saying Whitehall's default options are too timid. The Thames Water saga — where Burnham reportedly told officials to rip up their plans and present more radical choices — is the template: the PM wants bigger swings than the civil service instinctively offers. The economic adviser slot replaces Minouche Shafik, Starmer's pick. Burnham previously took counsel from Andy Haldane, Richard Hughes, and Jim O'Neill — none of whom have agreed to join No 10 formally, and Haldane and O'Neill have been publicly critical of Burnham's economic direction, particularly on spending and growth. The failure to land any of these three is a signal: the government's economic stance has not convinced even its own informal advisory circle. The remaining posts — Scotland, welfare-and-growth, and a cross-border crime/immigration role — round out a unit designed to patch the most obvious policy gaps. The Scotland adviser reflects devolution management; the immigration role signals that cross-border exploitation and illegal migration remain operationally unresolved. What's striking is the structural story underneath. These are individual adviser hires, not institutional reforms. A single AI adviser, however expert, cannot substitute for a cross-government capability to regulate, retrain, and redeploy a workforce facing automation at scale. A single utilities adviser cannot redesign the ownership and regulation of water, energy, and transport simultaneously. The unit is being assembled person-by-person in a context where systemic problems demand systemic architecture. The risk is that Burnham ends up with a handful of smart people whispering into a machine that lacks the institutional plumbing to act on what they say. Whitehall's caution is not a personality flaw — it is a structural feature of departments optimised for incremental delivery. Advisers can challenge that, but they cannot replace the legislative, regulatory, and fiscal machinery needed to move at the speed these problems demand.