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Which AI tool has access to your customer data, inbox, financial systems, or cloud files—and does it need all of that access? #91
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The TopCat AI Signal Report #91
The physical infrastructure buildout is enormous.
One PwC-based outlook projects that global investment in AI infrastructure could reach $31.6 trillion by 2050, with annual data-center capital expenditure rising from about $800 billion in 2026 to $1.8 trillion by 2050. It identifies affordable, reliable, low-carbon electricity as the hardest requirement for many markets.[tedmag]
The International Energy Agency projects that global electricity use from data centers could more than double between 2024 and 2030—an increase roughly comparable to Japan’s current electricity demand.[calmatters]
That growth comes with a social question:
Who benefits from the AI buildout?
Communities can support data centers when companies are transparent, bring local benefits, use cleaner energy, and avoid shifting the costs of new infrastructure onto households.[calmatters]
This is important for every business leader.
AI infrastructure is no longer invisible.
It has a local footprint.
It affects land use.
It affects water use.
It affects electricity prices.
It affects community trust.
The winners in this new phase will be the companies that treat infrastructure as a partnership—not simply a resource to consume.