In a remarkable shift within the AI landscape, open-source artificial intelligence models are making significant strides, challenging the dominance of centralized AI systems. Notably, generative AI models, which have been largely led by centralized platforms like ChatGPT, are witnessing strong competition from open-source alternatives. According to recent findings by ARK Invest, these open-source models have shown impressive progress since 2022, with some even outperforming their private counterparts.
Leaders in the AI market, such as Google with its Gemini Ultra and OpenAI with ChatGPT-4, have traditionally adopted a centralized approach, restricting public access to various datasets used for training their models. However, this dynamic is evolving. ARK Invest’s research highlights the possibility of open-source AI models surpassing centralized models by 2024.
In 2023, open-source AI models such as Yi 34B, Falcon 180B, and Mixtral 8x7B have emerged as strong competitors, displaying performance on par with market leaders. Specifically, Mixtral surpassed GPT 3.5 in the Massive Multitask Language Understanding (MMLU) benchmarking, though GPT-4 remains a frontrunner. Additionally, Meta’s LLaMA model has also seen notable improvements in its 2023 iteration. The rise of these models underscores the growing need for democratizing access to generative AI technologies.
Disclaimer: Please note that the information provided in this article is based on the referenced research articles. It is essential to conduct further research and analysis before making any investment decisions. The cryptocurrency market is highly volatile, and investors should exercise caution and consult with financial professionals before engaging in cryptocurrency trading or investment activities.
