This week’s reads centres on a common issue for allocators: whether portfolio assumptions still hold as the cost and availability of capital change. AI financing is moving rapidly from an equity story into credit markets, monetary policy has shifted again, while new long-run evidence provides a useful challenge to the way historical returns are used in strategic asset allocation.

This week’s AdmansPraxis Reads focuses on the constraints, assumptions and operating structures that can materially shape portfolio outcomes. The selected research looks at concentration limits in active funds, manager-level due diligence across European fund groups, contrasting interpretations of the sovereign-bond sell-off, the investment industry’s evolving AI operating model, and the trade-offs embedded in downside-protection strategies.

This week’s AdmansPraxis Research Reads focuses on how investment outcomes can be shaped by the processes and assumptions sitting behind the headline proposition. The selected research covers AI bias in investment workflows, benchmark-free portfolio construction, multi-asset allocation, structured-credit opportunities linked to AI infrastructure, and the limits of universal manager-selection signals, all with direct relevance for professional fund selectors and allocators.

This week’s AdmansPraxis Research Reads focuses on the forces shaping portfolio outcomes beyond headline market moves. The selected research examines the sources of inflation, the changing economics of AI exposure, conflicts and governance in private-market continuation vehicles, operational preparedness for T+1 settlement, and the wider cross-market backdrop for allocators.

This week’s Infundly Research Reads focuses on how investment outcomes are shaped not just by asset allocation, but by the structures, assumptions and decision frameworks behind it. The selected research covers active versus passive success rates, target-date glidepaths, AI-enabled investment processes, capital-market assumptions, fund flows and tactical asset allocation, all with direct relevance for professional fund selectors and allocators.

The selected papers and reports examine liquidity governance, active fund selection, performance measurement, systematic factor implementation, macro conditions and the evolving Japanese equity opportunity set. Together, they reinforce the need to test whether reported outcomes, stated investment edges and portfolio characteristics remain credible once differences in methodology, vehicle structure, implementation and market regime are taken into account.