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AI’s promise of opportunity masks a reality of managed displacement
The challenge is not just to build better AI tools, but to ask harder questions about where they are taking us.
Turning energy into a strategic advantage Architecting efficient inference for real throughput gains Unlocking competitive ROI with sustainable AI systems Within that window and conversation, the chatbots can absorb knowledge and make connections that serve as learning in the moment, and they appear increasingly like savants. And then there is the dream: AI will become a source of abundance widely shared, will elevate rather than exclude, and expand access to intelligence and opportunity rather than concentrate it.
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