No Priors: Artificial Intelligence | Technology | Startups cover image

What is Digital Life? with OpenAI Co-Founder & Chief Scientist Ilya Sutskever

No Priors: Artificial Intelligence | Technology | Startups

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Model Scale and Reliability: Balancing Capability and Inference Costs

The current generation of scale has seen significant improvements in capability. Models are becoming more reliable and able to perform a wider range of tasks. They also gain deeper insights into the true nature of the human world. However, when using smaller models, reliability is often compromised. The trade-off between model size, specialized fine-tuning, and reliability exists. Smaller models are suitable for specific applications, while larger models unlock new and valuable applications. Both have their place in the evolving landscape of AI models.

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