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