– πŸ’» Google was seen as the top AI company until OpenAI emerged and dominated the field with its software, including GPT models.
– πŸ“ A leaked Google document admits that neither Google nor OpenAI have a competitive edge in AI, and that open source models are faster, more customizable, private, and capable than proprietary models.
– πŸš€ Open source models have cultural impact, innovation, product integration, marketplace, and user interface advantages, and are advancing faster due to community contributions.
– πŸ” Low cost public involvement in fine-tuning AI models is enabled by a cheaper mechanism called low rank adaptation or Laura, resulting in faster innovation and iteration.
– πŸ€– Large tech companies cannot compete with open source models due to impracticality of prosecuting individuals and the flexibility of data scaling laws.
– πŸ’Ό Facebook benefits from leaked models as most open source innovation is happening on top of their architecture, and they can incorporate it into their products.
– πŸ“ˆ Google and OpenAI need to change their stance on control versus innovation if they want to keep up with open source alternatives.
– πŸ—“οΈ The leaked llama model was launched in February 2023, leaked to the public in March, and led to a flurry of community innovation and iteration resulting in low budget fine-tuning projects and the replication of the model by the community.

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