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Industry Information


1. The impact of AI on the environment - "7. Social impact of AI"
The impact of AI development on the environment: electricity, water resources and air quality With the rapid development of artificial...
Oct 16, 20242 min read


5. The impact of AI on climate science_ "6. AI industry applications"
1. Data Analysis and Pattern Identification: AI can identify and analyze complex patterns from large amounts of climate data, helping...
Oct 16, 20241 min read


4. The impact of AI on materials science - "6. AI industry applications"
1. Application of AI in Materials Science Material Design: AI accelerates the discovery and design of new materials and predicts material...
Oct 16, 20241 min read


3. The impact of AI on genetic science_"6. AI industry applications"
Application of AI in genetic engineering 1. Improved efficiency and accuracy: AI can accelerate the analysis and interpretation of...
Oct 16, 20241 min read


2. The impact of AI on scientific development - "VI. AI industry applications"
1. Impact of artificial intelligence: Artificial intelligence (AI) is transforming the nature and methods of scientific research,...
Oct 16, 20241 min read


1. The impact of AI on the financial industry_ "6 , AI industry applications"
Introduction: In recent years, artificial intelligence (AI) technology has been developing rapidly, bringing about a revolutionary change...
Oct 16, 20242 min read


3. Behavioral pattern analysis_ "5. Application of AI technology"
The impact of AI on behavioral pattern analysis With the rapid development of artificial intelligence (AI) technology, behavioral pattern...
Oct 16, 20242 min read


2. Deepfake _ "5. Application of AI Technology"
What is a Deepfake? Deepfake is a technology that uses artificial intelligence and machine learning techniques to generate or manipulate...
Oct 16, 20241 min read


1. Responsible AI - "5. Application of AI Technology"
What is responsible AI? The use of terms such as “responsible AI”, “trustworthy AI” (as used by the EU Commission) or “ethical AI” adds a...
Oct 16, 20241 min read


4. On-device artificial intelligence _ "4, AI-related hardware"
On-device artificial intelligence On-device AI can support a variety of generative AI models Many generative AI capabilities can be run...
Oct 16, 20241 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 16, 20241 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 16, 20241 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 16, 20241 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 16, 20241 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 16, 20241 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 16, 20241 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 16, 20247 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 16, 20248 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 16, 20241 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 16, 20241 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 16, 20242 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 16, 20241 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....
Oct 14, 20242 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 22, 20242 min read
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