Exclusive cloud-laboratory alliances inevitably fragment under the pressure of multi-vendor competition.
Rising compute costs and platform lock-in force tech conglomerates to develop in-house alternatives while driving AI labs to distribute models across rival cloud networks.
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Apple's rebuild of Siri onto Google Gemini breaks exclusive platform alliances in favor of multi-vendor competition.
This shows how exclusive, multi-billion-dollar cloud and labs alliances fragment as tech conglomerates build in-house models and host cheaper external rivals.
Skyrocketing compute demands force developers to split single-cloud exclusivity deals and deploy models across rival cloud networks.
The unsustainable token cost of agentic systems is forcing cloud providers to modify flat-run deals and evaluate cheaper model competitors.