Why current LLM costs are not sustainable

AI and Cloud CostsAI has a cost problem. The solution that will emerge will be simpler than we expect.Aditya PatadiaJun 25, 2026ShareA lot of companies are getting bitten by high AI costs. Uber burned through the entire year’s AI budget in just 4 months and Microsoft, Salesforce and Github are taking steps to reduce AI spend by employees.On the other hand, AI is making many programming tasks very easy and also keeps helping in other domains like data interpretation, making beautiful slides and designing apps and websites. Currently, big AI labs have what we call frontier models and those models perform exceptionally well for a wide variety of tasks. Frontier AI labs are doing research and hosting both on their own and hence, the costs of those models are the highest.

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