AI demand remains strong, but financing and cash-return strain persist; China adds compute demand without a verified new cycle shift.

The underlying risk picture is broadly unchanged: AI infrastructure demand remains supported by prospective cloud commitments, operating capacity additions and selected enterprise software demand, but higher financing scrutiny, opaque AI-linked obligations and power/permitting constraints still test returns on the build-out. China added evidence of strong compute demand and domestic cloud commercialisation, but no verified development today materially changed the global investment-cycle balance.

• Hyperscaler-linked AI liabilities may be larger and less visible than reported, while expected profits remain the principal credit test.
• Fundraising delays and higher required returns show that debt-funded data-centre expansion is becoming more sensitive to rates, leverage and execution quality.
• Enterprise AI has produced reported cost savings, but broad deployment and revenue generation remain harder to scale than pilots.
• Power interconnection, environmental review and permitting processes continue to constrain the timing and cost of new capacity.

• Nscale's discussions with Anthropic and existing contracted capacity point to continued demand for large-scale AI compute.
• Applied Digital delivered another 75 MW phase into service, demonstrating that some projects are converting construction into operating capacity and revenue.
• IBM reported deferred software deals closing, lifted its software-growth outlook and posted hybrid-cloud growth, providing limited evidence of enterprise spending conversion.
• Chinese cloud demand is not solely price-led: Alibaba reported 45% AI Cloud and Compute Services growth, margin expansion and rising external customer adoption.

• Whether AI project financings add stronger lender protections, higher pricing or delayed issuance after recent market scrutiny.
• Whether the proposed Nscale-Anthropic expansion reaches a binding, financeable agreement and whether power timing remains credible.
• Whether Texas, New York and other grid/permitting processes defer contracted data-centre delivery.
• Whether Chinese demand for export-compliant and offshore chips converts into durable commercial revenue, domestic supply substitution and global model-price pressure.