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Applied AI·October 29, 2026·1 min read

Alphabet’s AI Risk Extends Beyond $1 Trillion, Filing Shows

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Alphabet’s filing that over a third of its cloud backlog growth comes from a partly owned JV—and that AI-related risk extends beyond $1T—highlights how much exposure is now off-balance-sheet and entangled. When you see hyperscaler AI revenue, ask how much is internal, JV, or pre-committed capacity rather than clean external demand.

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'I think this is a great time to go do the new thing': OpenAI CEO Sam Altman thinks Gen Z entering the workforce should throw out the rulebook and do their own thing

When the CEO of a major AI lab tells Gen Z to ignore the old playbook, he’s implicitly saying traditional career ladders will be unstable in an AI-saturated labor market. Leaders should expect higher appetite for experimentation and side projects—and design roles, IP policies, and retention strategies accordingly.