[AI Burst] The "Anti-Efficiency" Trap
An AI tool can save time on a task and still make the whole process more expensive. Measure the outcome that survives review.
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Article category
AI value & strategy
Measure accepted business outcomes, not the volume of AI activity. Start with a useful baseline, include the cost of review, and decide what changes in the operating model.
What gets better for the customer or the business?
[AI Burst] The AI Price War Just Went Nuclear
A lower model price can improve a workflow, but the purchase decision depends on accepted results, migration effort, and spending controls.
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[AI Burst] Stop Buying Software. Start Renting Work
Buying an AI outcome requires a precise definition of accepted work, a fair measurement method, and a plan for exceptions. Outcome pricing alone does not transfer accountability.
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[AI Burst] The "Sovereign AI" shift and Open Source commoditization
AI sovereignty is a set of choices about control, dependencies, data, and continuity. Open models can widen options, but local deployment alone does not settle the operating model.
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