Industry Information

Oct 161 min read

3. Introduction to NPU_ "4, AI-related hardware"

How NPU works The working principle of NPU is based on the operation of neural networks. It uses dedicated computing units to handle...

Oct 161 min read

5. Heterogeneous computing _ "3, AI algorithm optimization"

It refers to using different types of processors to handle diverse AI workloads to improve overall computing efficiency. This approach...

Oct 161 min read

4. Efficient image & video architecture_"3, AI algorithm optimization"

Efficient image & video architecture Refers to the design of smaller neural networks with performance equal to or better than the...

Oct 161 min read

3. Speculative Decoding "3. AI Algorithm Optimization"

Speculative decoding is a technique that combines large models with draft models to improve token generation speed. This method is...

Oct 161 min read

2. Quantization & Compression "3. AI Algorithm Optimization"

By reducing the bit precision of models, storage and computational demands can be decreased while maintaining the required accuracy. This...

Oct 161 min read

1. Distillation_ "3, AI algorithm optimization"

Distillation Transferring knowledge learned from a large, complex model (often called the teacher model) to a smaller, simpler model...

Oct 167 min read

5. AI application optimization "1. AI algorithm characteristics"

In the construction and application of industry big models, the complexity of technical implementation varies greatly due to different...

Oct 168 min read

4. AI Application Progress "1. AI Algorithm Characteristics"

Phase 1: Explore the incubation period Agriculture and energy are representative industries. There are still relatively few institutions...

Oct 161 min read

3. Generalist vs. Specialist Models in AI "1. AI Algorithm Characteristics"

"General-purpose large models lack specialized knowledge in specific domains, which necessitates training industry-specific large models...

Oct 161 min read

2. AI Development Challenges " 1. AI Algorithm Characteristics"

The large model struggles to achieve a balance among specialization, generalization, and cost-effectiveness. Specialization: The accuracy...

Oct 162 min read

1. Model characteristics "1. AI algorithm characteristics"

Before the emergence of big models, artificial intelligence usually required the design of specialized algorithm models for specific...

Oct 161 min read

Building Artificial Intelligence and IoT to Create a New Ecosystem - Hong Kong Station

Build Up AIOT Innovation Ecosystem Organizers: HKTDC Hong Kong Trade Development Council, IOTHK Hong Kong Internet of Things Industry...

Oct 142 min read

2. Transformers _ " 2. Introduction to AI algorithms"

Background In the fields of artificial intelligence and natural language processing, transformers are a revolutionary model architecture....

Sep 222 min read

Data Centers: The Cornerstone of the Digital World

What is a Data Center? A Data Center is a centralized facility used to store, process, and manage large amounts of data, providing...

Sep 222 min read

Cloud Applications: The Accessible Power of Technology

A Cloud Application refers to software that runs on a cloud computing platform, allowing users to access and use these applications via...

Sep 222 min read

Web 3.0: The Next Generation Internet of Privacy and Openness

Overview of Web 3.0 Web 3.0, also known as the Semantic Web or the next generation internet, represents a new phase in the development of...

Sep 222 min read

Blockchain: Reliable and Trustworthy, Reshaping Technology

What is Blockchain? Blockchain is a decentralized distributed ledger technology that stores data across a network of multiple nodes, each...

Sep 222 min read

Big Data: Insights into the World, Driving the Future

What is Big Data? Big Data refers to data sets that are large in scale, diverse in type, rapid in processing speed, and low in value...

Sep 222 min read

Smart City: Empowering Technology for a Better Future

What is a Smart City? A smart city, as the name suggests, utilizes technological means to intelligently upgrade urban infrastructure,...

Sep 212 min read

AIoT: Future Trends of Smart IoT

What is AIoT? AIoT, short for Artificial Intelligence of Things, is the integration of artificial intelligence (AI) technology and...

Sep 211 min read

2024 Belt and Road Summit

The 2024 Belt and Road Summit is being held today at the Hong Kong Convention and Exhibition Centre. 2024 marks the beginning of the...

Sep 111 min read

Message from the Chairman's words＿Wilson Chong

In the era of artificial intelligence, the development of the Internet of Things has brought opportunities for transformation to the...

Sep 112 min read

Message from the President _ Sam Wu

Internet of Things Hong Kong Association, IOTHK (Association), ushered in its eighth year. Although we have faced the severe COVID-19...

Aug 256 min read

Why do some smart locks cost only 200 or 300 yuan, while others cost 1,000 or 2,000 yuan?

Over the years, the battle for the entrance to smart home has never stopped. Some people say that smart TV is the entrance to smart home,...