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MRI images have long been a significant challenge in medical imaging analysis due to their complexity and large data volume. To train large language models (LLMs) for MRI analysis, developers have had to slice the captured images into 2D images. While this approach is feasible, it limits the model's ability to analyze complex anatomical structures, particularly in intricate cases such as brain tumors, skeletal diseases, or cardiovascular conditions. Image source note: Image generated by AI, licensed by Midjourney. However, GE Healthcare this year...

Gboard is Google's intelligent keyboard designed for mobile devices, providing a smooth typing experience through statistical decoding. Now, the Google research team has added an innovative feature called 'Proofreading,' leveraging the powerful capabilities of large language models (LLM) to achieve a breakthrough in one-click correction of entire sentences and paragraphs.

Peer reviews have found that content generated by models like ChatGPT accounted for up to 17% in top AI conferences during 2023-2024. Heavy AI-generated content reviews often occur near deadlines, with comments lacking academic citations and reviewer engagement. The research raises questions about whether to disclose AI involvement in reviews, how to incentivize good practices, and how to maintain knowledge diversity. The rapid growth of artificial intelligence impacts scientific quality control, necessitating a re-evaluation of credit in hybrid knowledge work.

TikTok is testing the AI Song feature, which generates songs based on text prompts. Initial feedback suggests that the generated songs are less impressive than previous AI songs. Users are trying the feature, but the results are not ideal; the song pitches are off, and even the autotune functionality has issues. TikTok had previously launched AI-generated songs, such as 'Heart on My Sleeve' featuring AI representations of Drake and The Weeknd.

Tencent Cloud AI Painting has become one of the first products in China to pass the basic capability assessment standards for AIGC painting platforms set by the China Academy of Information and Communications Technology. Tencent Cloud AI Painting is an AI image generation and editing technology product that enables users to intelligently create image content related to the input information based on provided text or images. Tencent Cloud AI Painting offers both API and SaaS product forms to meet various usage scenario needs. The assessed API service packages standardized interfaces that can be quickly integrated into various cloud environments.

Washington State Attorney General Bob Ferguson has proposed a new bill aimed at establishing the state's first Artificial Intelligence Task Force. If the bill is passed, it will mark a significant step forward for Washington State in the field of AI. Through the establishment of the task force, Washington State will focus on the development of artificial intelligence through legislative means and promote the responsible use of related technologies. Additionally, the organization will pay special attention to ethical issues, privacy protection, and fair use of AI to ensure that technological advancements align with the overall interests of society.

In the third quarter of 2023, corporate digital advertising spending decreased by 8% year-over-year. Despite the overall decline, ByteDance's advertising has doubled annually, while X Ads experienced a 31% year-over-year increase. The rise of generative artificial intelligence drove OpenAI to increase spending by 51% in the third quarter.

Investment in AI is becoming increasingly significant for the S&P 500. Microsoft and Nvidia have driven much of the index's rise, and many companies need to meet market expectations for their profit outlook. Nvidia is the primary engine driving profit growth, with stock price increases outpacing earnings expectations.

The Amazon CEO stated that generative AI will change every customer experience. Generative AI will make it easier for ordinary developers and business users to utilize. It will further enhance Amazon's ability to predict purchase intent. Amazon's virtual assistant Alexa will become more advanced. Amazon has the opportunity to become a leader in generative AI.

Google will participate in the Global Partnership on AI (GPAI) summit, committing to make machine learning and artificial intelligence more beneficial for users. The company will take steps to address synthetic media, including labeling modified or synthesized content on Search and YouTube. Google has invested $1 million to establish a multidisciplinary Responsible AI Center at the Indian Institute of Technology Madras. Google is dedicated to the development of responsible artificial intelligence and is taking action to combat the deepfake challenge.

The generative AI market is expected to reach $136 billion by 2031, with a compound annual growth rate (CAGR) of 33.2%. North America is the largest market, followed by Europe and the Asia-Pacific region, with rapid growth in the healthcare, media, and entertainment sectors. Generative AI has wide-ranging applications across multiple fields, including art design and healthcare, indicating a positive market outlook. The global market growth is driven by innovations in cloud storage and government initiatives, and generative AI is set to continue its expansion in the future.

💡 Trends in the application of large models: The article mentions that large models have evolved from model-level development to application-level innovation. 🔥 The education industry welcomes a new cycle after hitting the bottom: The article analyzes the multidimensional characteristics of the education industry entering a growth cycle from a clearing period. 📈 NetEase Youdao's performance outlook: The article indicates that NetEase Youdao's performance growth is a paradigm of transformation in the education industry.

Co-founder of Google Brain Andrew Ng is concerned that tech giants may promote the idea that AI could lead to human extinction. Ng believes that exaggerating AI risks may lead to restrictive licensing requirements that hinder the advancement of AI technology. He emphasizes the importance of creating thoughtful regulations to prevent stifling innovation. Large tech companies may incite fear of AI risks to push for legislation that could stifle competition. As the global AI technology race heats up, finding a balanced regulatory framework remains a challenge.

The UK Prime Minister warned that AI technology could make it easier to manufacture chemical or biological weapons. AI technology could spread fear and evade human control. The UK will establish an AI Safety Research Institute. A global meeting will discuss the unpredictable advancements of AI and the possibility of humans losing control over it. G7 leaders are calling for the adoption of standards to create trustworthy AI.

NVIDIA and Hon Hai Technology Group have announced a partnership to establish an AI-driven data center at Foxconn's factory. The data center, named 'AI Factory', will leverage NVIDIA's hardware and software to provide AI services. Foxconn plans to extensively use NVIDIA's CPUs, GPUs, and networking technologies to offer AI data factory solutions for customers. The AI Factory will provide training and inferencing services in fields such as electric vehicles, robotics, and virtual simulations. Additionally, the two parties have partnered in the autonomous vehicle sector to utilize NVIDIA's latest driving chips.

By 2035, the number of medical imaging AI tools approved by the FDA is expected to skyrocket, with venture capital support exceeding $30 billion. Over the past seven years, the availability of medical imaging AI products has continued to grow, with medical imaging accounting for 85% of digital health venture capital. Research indicates a strong correlation between venture capital support and the development of AI products, with an estimated 350 new products expected to enter the market by 2035.

The application of generative AI in manufacturing includes machine-generated event monitoring, customer service automation, document search and synthesis, product/content catalog discovery, and supply chain advisory. In healthcare, generative AI is used to enhance the search and connection of clinical data, providing a personalized medical experience. Generative AI not only makes strides in the healthcare and manufacturing sectors but also offers opportunities and innovations for other industries.

A study on using OpenAI's ChatGPT for game programming has revealed challenges faced by AI in helping amateurs create complex game applications. The research generated the Flappy Bird game 35 times, finding that AI struggled to enable non-programmers to create intricate games easily. Despite its potential, AI programming tools require further research and improvement for creating complex programs. The findings indicate that non-programmers find it difficult to leverage ChatGPT systematically without prior programming knowledge.

David Holz, CEO of Midjourney, announced that Version 6 will bring a leap in quality. The new version will offer significant improvements in text understanding and image generation. The web version will be released in two phases, including image generation and social features. The company's roadmap also includes 3D and video generation to enhance video game graphics. This upgrade will help Midjourney continue to lead over its competitors.