Practical Insights on Intelligent Construction of OCR Platforms in Commercial Banks

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Practical Insights on Intelligent Construction of OCR Platforms in Commercial Banks

Written by / China Bank Enterprise Architecture Construction Office, Song Shouwen In recent years, with the rapid development of artificial intelligence, OCR technology has been continuously updated and iterated, gradually enhancing its processing capabilities in recognition, and its application in the financial industry has matured and become widespread. Most commercial banks in China have introduced … Read more

Applications and Prospects of AI Agent Technology

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Applications and Prospects of AI Agent Technology

AI Agents are computer systems or entities that can act autonomously, perceive their environment, make decisions, and interact with it. They typically rely on large language models as their core decision-making and processing units, possessing the ability to think independently and utilize tools to gradually achieve given goals. As the most mainstream usage of future … Read more

Can Large Language Models Replace Data Analysts? Building an LLM-Powered Analyst

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Can Large Language Models Replace Data Analysts? Building an LLM-Powered Analyst

Author: Mariya Mansurova Translation: Ouyang Jin Proofreading: Zhao Ruxuan This article is approximately 3500 words, recommended reading time is 10 minutes. This article discusses the impact and insights of LLMs on the future work of analysts through two specific use cases that used the OpenAI API to build LLMs to solve simple tasks. In the … Read more

Is Diffusion Really Stronger Than GAN?

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Is Diffusion Really Stronger Than GAN?

AI painting is one branch of AIGC, which has been in the spotlight and controversy, and was even dubbed the “AIGC Year” in 2022. With the popularity of AI painting, one of the core technologies behind it, the Diffusion Model, has also gained immense popularity in the field of image generation, and it seems to … Read more

Model Native Operating Systems: Opportunities, Challenges, and Prospects

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Model Native Operating Systems: Opportunities, Challenges, and Prospects

This article is based on the needs of users, applications, and systems in the era of artificial intelligence. It analyzes the development dilemmas of operating systems under the evolution path of “plug-in models” and proposes the construction of model-native operating systems through full-stack collaborative design of “model-system-chip.” Furthermore, it discusses the opportunities and challenges faced, … Read more

The Impact of AIGC on Vertical Industries

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The Impact of AIGC on Vertical Industries

This article discusses the development path of AIGC technology -> products -> business applications and value realization, and explores how AIGC can achieve closed loops and value landing in the industrial sector through industrial examples. Since last year, the AIGC boom has sparked explosive growth in discussions about AIGC and its applications, leading many to … Read more

Exploring the Application of AIGC in System Operations and Maintenance

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Exploring the Application of AIGC in System Operations and Maintenance

By / Bank of China Software Center Wang Wanting Fu Hui Yan Xiaofei Chen Ruoyu With the rapid evolution of distributed architecture and the gradual implementation of cloud-native technologies, the IT systems of large commercial banks exhibit a combination of agile and stable characteristics, operating in parallel in complex architectures that coexist in both cloud … Read more

What Is AIGC and Its Applications?

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What Is AIGC and Its Applications?

AIGC stands for Artificial Intelligence Generated Content, which is considered a new form of content creation following Professionally Generated Content (PGC) and User Generated Content (UGC). Currently, it is mainly used in text, images, videos, audio, games, and virtual humans. Specifically, it includes: 1) Text Creation. AIGC generated text is mainly applied in news writing, … Read more

Accurate Detection of AI Content in Papers

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Accurate Detection of AI Content in Papers

Pencil Net Accurate Detection of AI Content in Papers Pencil Net AIGC Detection AIGC (Artificial Intelligence Generated Content) is becoming increasingly widespread, from text generation, image recognition to voice assistants. How to evaluate and detect the quality and authenticity of AIGC is what the AIGC detection report aims to address. 01 The definition of the … Read more

Understanding AIGC: The Future of AI-Generated Content

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Understanding AIGC: The Future of AI-Generated Content

The development of large models has driven various industries towards advancements in artificial intelligence. Among them, the hottest topic isAIGC. What exactly is AIGC? What makes it so popular? Today, I will take you step by step to unveil the mystery of AIGC. 👇👇👇 Unveiling the Mystery of AIGC Many terms related to AI have … Read more