LLM: A New Engine for Innovation in Natural Language Processing

LLM: A New Engine for Innovation in Natural Language Processing

LLM: The Transformer of Natural Language Processing In today’s digital age, Large Language Models (LLM) are key technologies in the field of artificial intelligence, profoundly changing the landscape of natural language processing at an unprecedented pace. LLMs are based on deep learning and can understand and generate human language. Their core principles and architecture are … Read more

How Expert Systems Are Implemented: Part Six

How Expert Systems Are Implemented: Part Six

Part Six How Expert Systems Are Implemented (Nine) Department of Computer Science, Tsinghua University, Mao Shaoping Section Nine Limitations of Expert Systems Dr. Ai: Although expert systems have been applied in various degrees, they still have some limitations that affect their development and usage. Firstly, the bottleneck problem of knowledge acquisition has not been well … Read more

Finding That Fake Photo! The Fight Against Deepfake

Finding That Fake Photo! The Fight Against Deepfake

Rumors Stop at FakeCatcher. Compiled by | Zi Pei On January 13, ZhDongxi reported that with the popularity of one-click face-swapping applications like Deepfake, more and more ordinary people can easily modify the images and even the voices of people in videos, achieving a level of realism that is hard to distinguish from the real … Read more

Deepfake Technology: Near Reality But Not Quite Real

Deepfake Technology: Near Reality But Not Quite Real

Have you ever mistaken an AI-generated user avatar for a real person on social media? As “deepfake” technology approaches realism and even bypasses the uncanny valley effect, the line between “true” and “false” has been redefined. As one of the most significant manifestations of “deepfake” technology, AI synthesis technology has been widely applied in the … Read more

Deepfake Detection: Unveiling the Structure of Fake Models

Deepfake Detection: Unveiling the Structure of Fake Models

Deepfake vs Anti-Deepfake: A Long-Term Cat and Mouse Game. Compiled by | Xinyuan Edited by | Moying The following report from Zhiyuan on June 18 asks, can you spot any issues with the photos of these people? These smiling individuals are all fake, generated by a well-known AI model called StyleGAN, and do not exist … Read more

Unlocking Creativity: Computer Vision Software for Lego

Unlocking Creativity: Computer Vision Software for Lego

Produced by Big Data Digest Author: Caleb When it comes to Lego, it’s a toy loved by both adults and children. Every time I see a pile of Lego bricks and piece them together to form a template, the sense of achievement is off the charts. After finishing, I also want to display the creation … Read more

A Beginner’s Guide to PyTorch vs TensorFlow

A Beginner's Guide to PyTorch vs TensorFlow

Compiled by Wen Geng | Produced by Quantum Bits | WeChat Official Account QbitAI A few days ago, Quantum Bits published an article titled “Guide to Fooling VC”. One of the suggestions was that when you pretend to be an AI expert, it’s best not to talk about the well-known TensorFlow. So what should you … Read more

Choosing the Right AI Framework: Comparing Generative AI and Agentic AI

Choosing the Right AI Framework: Comparing Generative AI and Agentic AI

.01 Overview In the rapidly evolving field of artificial intelligence, Generative AI and Agentic AI are two highly regarded technologies. They not only operate independently in terms of functionality but also exhibit different advantages in application scenarios and industry demands. As we approach 2025, the demand for AI from enterprises and developers is gradually shifting … Read more

My Views on Generative AI: Beyond the Garbage Output

My Views on Generative AI: Beyond the Garbage Output

In the current context where generative AI is widely used for creating marketing copy, daily reports, and even “fast food” content, many people believe that the development of AI seems to have entered a bottleneck period. However, the author of this article holds a different opinion. Let’s take a look at this article. ———— / … Read more

Generative AI: The Learning Partner of the Future

Generative AI: The Learning Partner of the Future

Article 576 1. Unique Advantages of Generative AI 1. 24/7 Companionship The greatest advantage of generative AI is its freedom from time and space limitations. Whether it’s a sudden question at 3 AM or a need in the quiet of night, AI can respond promptly, providing immediate learning support. This accessibility anytime and anywhere breaks … Read more