Gemini Ultra cost way more to train than GPT-4, but is still worse

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Gemini Ultra was incredibly expensive to train, twice as much as OpenAI spent on the training of GPT-4. Was this spending necessary?

Despite Google’s benchmarks, independent research and user reviews consistently claim GPT-4 is still better than Gemini Ultra.

“Training” in this sense is to give the model massive swathes of data to consume, analyse and then tweak a number of complicated algorithms in how the AI processes and then uses the data to generate responses. It has had less time than OpenAI to invest and train generative AI, even if Google was the pioneer in the space with its DeepMind projects. But what has that $191 million gotten the Big G for its trouble?, the company gives GPT-4 the general capability of 86.4 percent, while it gives its own Gemini Ultra AI the capability of 90.0 percent. It says that Gemini Ultra surpasses GPT-4 in reasoning, generating code, and in solving both simple and complex math problems.

 

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