Summary:: Google has officially launched its most powerful and versatile large language model to date, Gemini. Gemini showed state-of-the-art performance in many tests, beating OpenAI's GPT-4 in most benchmarks. Google has released three different versions of Gemini for different scenarios and cases. The Gemini Pro version will be available to developers and enterprise customers starting December 13, while the Gemini Ultra will be available early next year. Gemini Ultra outperforms human experts in a wide range of academic benchmarks and demonstrates leading-edge performance in the field of multimodal tasks. Google says Gemini will also expand to different modalities and support more languages and regions.
Summary:: Tao Zhexuan successfully used AI tools to complete the formal proof process of the polynomial Freiman-Ruzsa conjecture, and called on mathematical researchers to learn to use AI tools correctly. This has sparked a debate about whether math still needs to be human-readable. Tao Zhexuan said that the goal of formal proof is to create proof that is human-readable and machine-readable. This achievement shows the great potential of AI in mathematical research, and also raises the thinking about the application prospect of formalization in mathematics.
Summary:: According to CNVRG., a subsidiary of IntelSurveys conducted by io show that despite the buzz that generative AI has caused in 2023, most businesses are cautious about adopting this technology. According to the survey, only 10% of companies have integrated generative AI solutions into production in the past year. However, about half of the companies that have adopted generative AI report improved customer experience, efficiency, and product capabilities, while also significantly reducing costs. The survey also noted that the challenges of adopting generative AI include infrastructure, complexity, lack of AI talent, high costs, and compliance issues. In addition, the use of chatbots and virtual** increased by 26%, and the translation and text generation increased by 12%, indicating that generative AI technology is having a significant impact on the industry.
Summary:OpenAI's founder and CEO said the company is rethinking its hybrid for-profit and non-profit structure, acknowledging that the current structure has some flaws and is seriously considering the best structure that fits its purpose. It was previously rumored that OpenAI had made a breakthrough on a project called Q*, and it may have been found"Super smart", but Microsoft President Smith denied the claims. Overall, this news has a certain influence and importance for the field of artificial intelligence and the future development of OpenAI.
Summary:According to data released by Wikipedia**, the total number of views on the English Wikipedia in 2023 exceeded 84 billion. Among them, the AI entry "ChatGPT" became the most popular entry that year, with 49.49 million views. In addition, related entries such as "List of deceased people in 2023" and "Cricket World Cup 2023" have also been widely read. Wikipedia will say that these entries tell the story of society, bringing the joy of discovery, the sadness of the untimely, the adrenaline rush of the cricket final, and the magic of cinema. The overall score is 80.
The team of Professor Zhang Qi of Fudan University has written a free e-book, "Large-scale Language Models: From Theory to Practice".
claude 2.1 is a model with a strong memory that can extract relevant sentences in long documents. However, when a sentence is inserted or not in the correct place, the model is reluctant to answer the question. The performance of the model can be improved with appropriate prompt modifications. Adding a simple sentence as a prompt can significantly improve the accuracy of the model's responses. This approach can also improve the model's response to sentences in the document that are not misplaced. Constant training has made the model more accurate on these tasks, thanks to the community's experiments and suggestions.
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