By 2026, the landscape of AI infrastructure scaling and governance will be dramatically reshaped, demanding a proactive and flexible approach. Expect to see a prevalent shift towards specialized hardware – beyond just GPUs – including quantum processors and increasingly sophisticated ASICs, all managed through advanced orchestration tools capab