Written by｜Zhao Guangli Have you heard of crowdfunding for a “large model”? Just like crowdfunding for cars or houses? This actually happened not long ago. A “Crowdfunding” Story In May 2021, nearly a thousand scientists and volunteers from different nationalities and professional fields initiated a crowdfunding project for a large model. Why such a large … Read more
1 This article starts from basic concepts to introduce and explain a series of key technologies used by ChatGPT, such as machine learning, neural networks, large models, pre-training + fine-tuning paradigm, and Scaling Law… It also looks ahead to the potential application areas of multimodal agents represented by ChatGPT. We hope to help readers gain … Read more
Explorations of Large Models in Data Warehouse Applications Starting in the second half of 2024, the application ecosystem of large models has rapidly exploded. The first one that shocked me was Cursor, which achieved a remarkably high accuracy in intent recognition. The second was DeepSeek during the Spring Festival, which showed me the possibilities of … Read more
The process from “human-machine collaboration” to “human-machine symbiosis” is long, yet it is the most imaginative… Inside Author丨Bu Han Editor丨Liu Huan In just a few years, generative artificial intelligence (AIGC) has rapidly risen from an obscure academic concept to a hot topic of discussion among the public. During the Spring Festival, Deepseek’s global explosion once … Read more
Recently, there has been a trend of showing off how many Tokens one has spent. Some say it is the “digital currency” in the AI world. Simply because [Large models charge by Tokens] For example, this morning A big sister called DeepSeek through a certain platform The platform’s charging standard is 16 yuan for every … Read more
In recent years, enhancing the inference capabilities of large models has garnered widespread attention. For instance, OpenAI’s o1, as an inference-enhanced large model, has attracted significant interest from the AI community. Dr. Yuerong Yue from George Mason University and his team noted that many previous studies have demonstrated the effectiveness of various prompting strategies in … Read more
“Safety” is an enduring topic in the AI field. With the development of large models, risks such as privacy, ethics, and output mechanisms have also been upgraded alongside these models… Recently, Anthropic researchers and collaborators from other universities and research institutions published a study titled “Many-shot Jailbreaking,” which primarily discusses an attack method called Many-shot … Read more
Author: Liu Yiqin Source: Caijing Eleven (ID:caijingEleven) Currently, large models are becoming an important force driving a new round of technological innovation, industrial upgrading, and productivity leap. Domestic technology companies are seizing the opportunity, intensively launching artificial intelligence large models, showing a hundred flowers blooming situation. However, beneath the excitement of the “hundred model war,” … Read more
Abstract: The transition from general large models to educational large models is an important trend in the deepening development of artificial intelligence large model technology. Based on an analysis of the current status, typical cases, and potential challenges of educational large models, this article posits that educational large models are artificial intelligence models suitable for … Read more
Introduction AI technology will profoundly affect our work and lifestyle, and ensuring the safety of artificial intelligence is our urgent responsibility. Recently, Tencent released the large model security white paper “Research Report on Security and Ethics of Large Models 2024: Leading Large Model Innovation with Responsible AI.” This report was jointly written by Tencent’s Phoenix … Read more