4 RESULTS FOR “LEAN TEAMS”
The first wave of AI workforce planning often began with subtraction. Companies identified tasks that models could perform and translated those capabilities into hiring freezes, efficiency targets, or smaller teams.
After a decade of best-of-breed sprawl, CIOs are consolidating spend at a pace not seen since the cloud migration — reshaping venture math and go-to-market playbooks.
Interconnection queues, not GPUs, are the binding constraint on the next wave of compute.
Longer contexts and cheaper retrieval are eating the fine-tuning budget, line by line.
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