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Mistral has released Mistral Small 3.1, an open-source large language model boasting a 128K context window and superior parameter efficiency compared to GPT-4o Mini.

Anthropic has released Claude Enterprise, an enterprise-grade AI assistant designed to enhance team efficiency. By integrating GitHub, expanding the context window, and providing enterprise-level security features, it helps companies better leverage their internal knowledge assets. This product can handle large volumes of documents and code, accelerating code repository synchronization, feature iteration, and issue debugging, while ensuring data security. Market and product managers can use it to generate marketing strategies and interactive prototypes, improving cross-department communication efficiency. Early user feedback has been positive.

Magic, a startup focused on generative AI programming, has announced the completion of $320 million in funding, bringing its total financing to nearly $465 million. This round of funding was led by former Google CEO Eric Schmidt, with participation from several well-known investors. Magic's core technology, the Long-Term Memory Network (LTM), can handle vast amounts of data and avoid bias when generating code. Its latest model, LTM-2-mini, can process 100 million tokens, equivalent to 10 million lines of code or 750 novels. In partnership with Google Cloud, it plans to establish two '

Google Gemini 1.5 has been released, featuring a context window of up to 1 million tokens, capable of handling entire books or even movies. In the 'needle in a haystack' test, Gemini 1.5's average accuracy ranged from 60% to 70%. In testing with 'Les Misérables', 80% of the answers evaluated by humans could be traced back to the source document, while machine evaluation showed 91%. The large context window of Gemini 1.5 may pose challenges in practical applications, particularly regarding the reliability of information retrieval.

1. Yi-34B and Yi-6B are two versions of the Chinese and English large models developed by Dr. Kai-Fu Lee's Zero One Infinity team. 2. The Yi-34B model supports the world's longest 200K context window, capable of processing 400,000 Chinese characters. 3. Yi-34B and Yi-6B performed well in various benchmark tests, ranking highly in MMLU, BBH, and C-Eval. 4. Kai-Fu Lee stated that the Yi series of large models is developing multimodal capabilities, and relevant results are expected to be released in 1-2 months. 5. Kai-Fu Lee believes that large models...