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Generating charts that accurately reflect complex data remains a subtle challenge in today's data visualization landscape. Charts require not only precise layout, color, and text placement, but also the translation of these visual details into code to reproduce the intended design. However, traditional methods often rely on directly prompting vision-language models (VLMs), such as GPT-4V, which frequently struggle to translate complex visual elements into grammatically correct Python code. Even minor errors can result in charts failing to meet their design objectives.

In the wave of integration between mining and technology, KoBold Metals, a startup, has recently attracted significant attention within the industry. The company successfully raised $491 million, aiming to complete a total financing round of $527 million. This funding will greatly enhance the development of their giant high-grade copper mine discovered in Zambia, while also accelerating the progress of the company's other exploration projects. Image source note: Image generated by AI, image licensed from service provider Midjourney as per KoBold Meta.

Meta recently unveiled the Meta LLM Compiler (Meta Large Language Model Compiler), a news that sent shockwaves through the programming industry. It is reported that the LLM compiler's FTD (tuned version) achieved a 5.24% improvement in code size optimization, surpassing the optimization option -Oz, while GPT-4 Turbo managed only a 0.03% improvement.The Meta LLM is a series of models built on the Meta Code Llama, including 7B and 13B versions. In terms of disassembly capabilities, the LLM compile

Silicon Valley unicorn Cobalt Metals has discovered giant copper reserves at the Mingoba project in Zambia using AI technology. Copper is a very important metal with a wide range of applications for humanity. Cobalt Metals was founded with investments from billionaires like Bill Gates and plans to use AI technology to locate various metal minerals. The company claims to have found a world-class copper mine in Zambia using AI technology. Critics have pointed out that the company has not disclosed specific details about the application of AI technology, while stating that the Mingoba copper mine was already discovered. The chief scientist of Cobalt Metals has previously published on the use of AI in mineral exploration.

IBM announced that it will host MetaPlatform's AI language model MetaLlama2 on its enterprise AI platform WatsonX. Llama2 is the commercial version of Meta's open-source AI language model launched in July this year, distributed through Microsoft's Azure cloud services. Currently, in watsonx.ai, AI builders can utilize models from the IBM and Hugging Face community.