According to sources, OpenAI's Orion model shows disappointing performance compared to GPT-4, indicating that improvements over earlier iterations are dwindling in many areas.
Margaret Mitchell, chief ethics scientist at Hugging Face, suggested that the current AI development paradigm of scaling may be hitting a limit, implying a shift in training methods might be necessary.
The substantial energy demands of increasingly powerful AI models raise concerns, as companies like Microsoft consider drastic measures, such as revamping nuclear power plants, to fuel their operations.
Overall, the AI industry's struggles with model performance and sustainability suggest we may be reaching an inflection point in generative AI development with implications for costs and future capabilities.
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